{"as_of":"2026-08-23T22:43:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c00d01f6308ca25d83d6d16319b54a9b5d50492d3c9e048aa95b27d099da347e","coverage":[{"denominator":134,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T19:55:45.764982Z","state":"measured"},{"denominator":100,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":100,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-23T06:30:58.430688+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2412.06255/citation-record","integrity":"/paper/2412.06255/integrity","json":"/paper/2412.06255/citation-record.json","paper":"/paper/2412.06255"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.300068Z","title":"Methods for Actors in the Electric Power System to Prevent, Detect and React to ICT Attacks and Failures,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.300068Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:2938b05c73fee0d32bdc651575e7930cc2b514539483f934ab3eb6faeea2313c","observation_id":"c6eb3fdb-45d1-4e29-a872-087f7ef3256f","resolution":{"observed_at":"2026-08-11T19:55:45.300068Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.305526Z","title":"Cybersecurity in power grids: Challenges and opportunities,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.305526Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:9669b28bc0e2b2965c2f3f405b75139f1722d58901d974c5fafa308781c08c19","observation_id":"4af094b2-45c2-49b0-b597-4a7414d7f36e","resolution":{"observed_at":"2026-08-11T19:55:45.305526Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.311635Z","title":"Analysis of the cyber attack on the ukrainian power grid,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.311635Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:a290e8a2515a41e216ce327c91a623c7447e5fc690b93efbb50ee4b2848e400a","observation_id":"77ce6481-4215-4f6d-a883-fccbe406e621","resolution":{"observed_at":"2026-08-11T19:55:45.311635Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.316923Z","title":"Comprehensively analyzing the impact of cyberattacks on power grids,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.316923Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:3b44a4cb57ac23a495187c43ef601112ff58ee0848cafb9353ff7e044ba62306","observation_id":"6dae8dd1-7847-45a6-9b41-7991899d3b21","resolution":{"observed_at":"2026-08-11T19:55:45.316923Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.321798Z","title":"Intrusion and intrusion detection,","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.321798Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:83b1768b425e45de14231a715ee0e048694f6136e8c879548eef1274dae14e10","observation_id":"50b034c7-500b-4f76-9e22-1db09b92ae86","resolution":{"observed_at":"2026-08-11T19:55:45.321798Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.326645Z","title":"IPAL: Breaking up Silos of Protocol-dependent and Domain-specific Industrial Intrusion Detection Systems,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.326645Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:e6af1715e5d93b515ea99d74b8c3df5931e537631cdf44aa5e021e41bda355a8","observation_id":"4e990c83-b376-4f6f-acb4-54c6dd751f3b","resolution":{"observed_at":"2026-08-11T19:55:45.326645Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.332203Z","title":"A real-time decision support system for roadway network incident response logistics,","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.332203Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:421556f4f1a933e1ab6ccd024bb98e53e2c68913a506185d8bfb5f0d1a97dfdf","observation_id":"10a700e0-77d8-40cb-a2aa-13019d9f99d8","resolution":{"observed_at":"2026-08-11T19:55:45.332203Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.336815Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.336815Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:9344e9f939702eb71ccf72953168a89305e0bb65b560db7a71278136d99be388","observation_id":"73e93668-0268-433e-89a8-98765032ddf4","resolution":{"observed_at":"2026-08-11T19:55:45.336815Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.341264Z","title":"A False Sense of Security? Revisiting the State of Ma- chine Learning-Based Industrial Intrusion Detection,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.341264Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:2b5d4a2d706259b7089002058d41cbf54e9a756ac1e175dd0e892771bcba9604","observation_id":"469ad827-110e-4de4-8a3a-32cd9e0d0ef5","resolution":{"observed_at":"2026-08-11T19:55:45.341264Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.345903Z","title":"Serious games as a tool to model attack and defense scenarios for cyber-security exercises,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.345903Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:1dafb59fe37c8adb92e64790998eb3a71352dd29eccebc1f5837dcfda45e6354","observation_id":"ea7b0ea9-c05d-49b2-899f-99f2bbcf4e7f","resolution":{"observed_at":"2026-08-11T19:55:45.345903Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.350713Z","title":"A framework for modeling and structural vulnerability analysis of spatial cyber-physical power systems from an attack– defense perspective,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.350713Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:799217af808fff9df329a7b3477a149225618188a1a84dbda64139478ccc7da3","observation_id":"729e2e99-f790-4a54-8028-8a8b6cf0c9e6","resolution":{"observed_at":"2026-08-11T19:55:45.350713Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.359922Z","title":"A game-theoretic approach to modeling attacks and defenses of smart grids at three levels,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.359922Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:3fea2c1a1954ac145b9f34ec914fe9c8ca3152b09bf55cd456287fecbf219b78","observation_id":"6bb1d46d-1085-4ce9-91fa-a9c9b452a5b4","resolution":{"observed_at":"2026-08-11T19:55:45.359922Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.364382Z","title":"Cyber attack and defense emulation agents,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.364382Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:ef1d8ccff50f107fd77e19fbfa8b4e40a6978be06c040e2632a75ad04adf9494","observation_id":"eccab4b3-f260-4df0-9e29-08328855bc5c","resolution":{"observed_at":"2026-08-11T19:55:45.364382Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.368617Z","title":"A game-theoretic approach for power systems defense against dynamic cyber-attacks,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.368617Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:8bd0863298ac1fa8d30ffb5e2f33148f52e0e2599c17df2fcf8fce3c3e4a15fa","observation_id":"513b420d-1083-4894-a803-d18eb6a4ca62","resolution":{"observed_at":"2026-08-11T19:55:45.368617Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.373066Z","title":"Gridattacksim: A cyber attack simulation framework for smart grids,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.373066Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:2ee0f3c84349a8071240eb312f1b04c723a4e1cafef6f3560a62c28e611dae90","observation_id":"861714a9-adb3-40f9-b6db-dd55e3efef8c","resolution":{"observed_at":"2026-08-11T19:55:45.373066Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.377499Z","title":"Cyber-physical power system (cpps): A review on modeling, simulation, and analysis with cyber security applications,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.377499Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:d487c95ae85d2ff728263c398325b42f1f4b6063d31e4ef2b835bce66c4118cb","observation_id":"37c6e963-6e79-4b6d-8ccd-d29a4ece098e","resolution":{"observed_at":"2026-08-11T19:55:45.377499Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.382000Z","title":"Investigation of multi-stage attack and defense simu- lation for data synthesis,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.382000Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:16e831e528acf95ec9cfbde1c0b99ec8e8a23ed8991174824c5168dae325c52e","observation_id":"ae78fd3c-1e84-4369-aeea-a61017d86696","resolution":{"observed_at":"2026-08-11T19:55:45.382000Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.386624Z","title":"Network Security and Privacy for Cyber-Physical Systems,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.386624Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:15b74607b753d389211461a7c2904c6257144e0f130ec193e9c217254aea53f0","observation_id":"249a6e3b-b5f6-4f79-aa5b-6cc40682ee7c","resolution":{"observed_at":"2026-08-11T19:55:45.386624Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.391161Z","title":"Schavemaker et al., Electrical power system essentials","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.391161Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:0e105f089b63bf109ab4b02ddcad96df5b497e58a60482ff1272de48022c7229","observation_id":"02cace9b-dcf9-43d8-9396-8c5c8badf333","resolution":{"observed_at":"2026-08-11T19:55:45.391161Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.395683Z","title":"The electric power grid: Today and tomorrow,","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.395683Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:13262a3b7b51550350c9640ff2c032c1ff531ea347d3ee4cef4d6cd250aa2ad8","observation_id":"a2dc6f56-9b81-4330-94a8-f3b7b4589e50","resolution":{"observed_at":"2026-08-11T19:55:45.395683Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.400251Z","title":"Gharavi et al., Smart grid: The electric energy system of the future","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.400251Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:15230e13ea4fecc923d9af1cd151b94d76b9c13205ce2f726ad2fa70097ee98f","observation_id":"462155e3-01b5-4d2b-807d-6c93158becc9","resolution":{"observed_at":"2026-08-11T19:55:45.400251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.404798Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.404798Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:e85c583cd606e8db9a06c248b6a0d4e7944d341fe57c546e9b1ed2eedbeb22e1","observation_id":"fb20cbe6-460e-4825-a7ea-997470f512f2","resolution":{"observed_at":"2026-08-11T19:55:45.404798Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.409288Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.409288Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:111349fc38bfd647bf8998ba443a61b20d9460777ae67f9e8ecc7055ab5d1a9a","observation_id":"d22eb051-ea21-469e-8839-fc1637b56672","resolution":{"observed_at":"2026-08-11T19:55:45.409288Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.413818Z","title":"Heuristic methodology for planning ac rural medium-voltage distribution grids,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.413818Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:7b84dd3317609743c89e4c09c6f64a724f2358c04d8b43b14e81644a17ac671b","observation_id":"ac0f7b69-5f51-430a-9698-ddfaa230589b","resolution":{"observed_at":"2026-08-11T19:55:45.413818Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.418169Z","title":"An overview of pera and the purdue methodology,","venue":null,"work_id":null,"year":1996},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.418169Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:0fd5adf2287db206789719db71d29253f77a8605e2a9123f20d9d7ab8bfcaca4","observation_id":"9903eb9d-f1d3-4ea5-afc0-cbf3d78d42a8","resolution":{"observed_at":"2026-08-11T19:55:45.418169Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.422751Z","title":"Modbus Application Protocol Specification V1. 1b3. 2012,","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.422751Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:175868e4cd8ce748a445991521e3ffc3f4e57755c023a2b83209d2dd4b78db78","observation_id":"cd6a425b-ee13-4cd6-8c7f-a77cecfb7143","resolution":{"observed_at":"2026-08-11T19:55:45.422751Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.427117Z","title":"Telecontrol equipment and systems—Part 5-104: Transmission Protocols—Network Access for IEC 60870-5-101 Using Standard Transport Profiles,","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.427117Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:3bcac4522a249d37d266bb0957ce5a169039110afc7ecfba021f4b2c7559db81","observation_id":"624e5eaa-5b73-40bc-824e-f2bb8b38e818","resolution":{"observed_at":"2026-08-11T19:55:45.427117Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.431386Z","title":"James et al","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.431386Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:2703cd67e5c64b79446229fc40e5139902c39c597d81b62418f75f52332cbaef","observation_id":"45886bcb-f584-41b8-a7b1-092f2a43b650","resolution":{"observed_at":"2026-08-11T19:55:45.431386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.435838Z","title":"Detection of false data injection attacks in smart grid communication systems,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.435838Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:6192290beb0ab441ff4b33c037ca7be996a3f38e8e6be2a2930477d34898096b","observation_id":"a1daed0c-615a-459a-910f-e39d78e3bfe4","resolution":{"observed_at":"2026-08-11T19:55:45.435838Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.440370Z","title":"Classifying rdp remote attacks on user interfaces to industrial control systems,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.440370Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:ec4493cbb561c693609b678a7ef082bb72195e9d2db63c4f8ab46fc3e2f5bbba","observation_id":"d255ee14-e61d-43f9-9459-7161b5c010a3","resolution":{"observed_at":"2026-08-11T19:55:45.440370Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.444917Z","title":"Description and analysis of IEC 104 Protocol,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.444917Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:353ef6628beffb19b43ff4ecd274dfbba8729fd5f3a4579860a09e5e46891280","observation_id":"ebb0af2f-d5cf-434e-8669-a68615212203","resolution":{"observed_at":"2026-08-11T19:55:45.444917Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.449405Z","title":"IEC 62351 Security Standards for the Power System Information Infrastructure,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.449405Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:94337c1682fe5c725881ea517653f485ae8c29066fe6ddb3240ea23c4e625502","observation_id":"bdc1bdf9-8e25-480f-afd1-d051292c6709","resolution":{"observed_at":"2026-08-11T19:55:45.449405Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.453696Z","title":"Man-in-the-middle attack test-bed investigating cyber- security vulnerabilities in smart grid SCADA systems,","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.453696Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:d45f2184cef4145445da77e6d5ce7dbccbd4771ebc616282df3ee2e5285b0b00","observation_id":"acd09509-9f2e-4697-a04e-311650f5434b","resolution":{"observed_at":"2026-08-11T19:55:45.453696Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.458054Z","title":"Madtls: Fine-grained Middlebox-aware End-to-end Security for Industrial Communication,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.458054Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:5391f3b55cf99ec7697df062653b0b4feebecb8ebdd308d44d5c2ceac817fff6","observation_id":"dc1c18ed-7a20-4fd0-8af1-56fe89f7f735","resolution":{"observed_at":"2026-08-11T19:55:45.458054Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.462314Z","title":"Power Systems Management and Associated Information Ex- change – Data and Communications Security – Part 3: Communication Network and System Security – Profiles Including TCP/IP,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.462314Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:b89d0fdd577e3c7d92790c45397695bb16aaab4a70075d621e916dcdb8f5e855","observation_id":"b6239ec9-a96c-4c97-ab40-8a8ac3c124de","resolution":{"observed_at":"2026-08-11T19:55:45.462314Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.466545Z","title":"Secure links: Secure-by-design communications in iec 61499 industrial control applications,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.466545Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:f223516f1682232319d9e3cfc22f06774a6392403cf27db45e2898623446cdae","observation_id":"d9eeae71-bb74-42b8-8eb1-ebf03ba0d53f","resolution":{"observed_at":"2026-08-11T19:55:45.466545Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.470909Z","title":"Securing IEC 60870-5-104 communications following IEC 62351 standard: lab tests and results,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.470909Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:fabcd8b3a6ab56a3149e01d9d67ffe734dd310debf5112de126fb0f41056e92e","observation_id":"aec88032-d303-41a4-b5b2-33284c1fe038","resolution":{"observed_at":"2026-08-11T19:55:45.470909Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.475302Z","title":"Legacy-compliant data authentication for industrial control system traffic,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.475302Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:aa1068f312fe9609a019a3aacee9d621db8cb658f9a983d77b6c331f6c2b9b67","observation_id":"d85b565f-ca6a-41a6-8f5a-6e53428d0399","resolution":{"observed_at":"2026-08-11T19:55:45.475302Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.479814Z","title":"A survey on smart grid cyber-physical system testbeds,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.479814Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:42f1bfcd353b09e03b1ec3e9c357f7ee662bc58f14d10af9b35087b5165737c2","observation_id":"85a4ee73-ac97-4125-ae1c-7a0b2d795971","resolution":{"observed_at":"2026-08-11T19:55:45.479814Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.484219Z","title":"A framework for modeling cyber-physical switching attacks in smart grid,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.484219Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:505dde45cef8cde5cf7e13e3af1cb900bb0a3fc15fbd435d47582c08f8e8334a","observation_id":"c81dfe2d-7864-41e1-9835-bcd39427c8d9","resolution":{"observed_at":"2026-08-11T19:55:45.484219Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.488650Z","title":"A comprehensive survey on network anomaly detection,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.488650Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:28ab2ee9ebc2ba3074067e19134a001b0562b2afa0947c3e003b2a433fb85b57","observation_id":"f78ad273-55d6-49a0-b044-ae81b838ffda","resolution":{"observed_at":"2026-08-11T19:55:45.488650Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.493439Z","title":"Intrusion detection and big heterogeneous data: a survey,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.493439Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:8d6458f5ff2d8aef245a0aef539bb93e166b0fadc45097ac86d95815e9499140","observation_id":"479c050c-f7f1-4512-9a95-91cb959a1202","resolution":{"observed_at":"2026-08-11T19:55:45.493439Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.497923Z","title":"A simple and efficient hidden markov model scheme for host-based anomaly intrusion detection,","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.497923Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:523caeb17cbd680d64b0159f90c20cd1c5b8f5f058528a42004d21c6ab4ce2c3","observation_id":"d1d0a7cf-f3f2-4ce3-82bc-3524a67ca404","resolution":{"observed_at":"2026-08-11T19:55:45.497923Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.502277Z","title":"A survey of network-based intrusion detection data sets,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.502277Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:e6cac0343cb233ca45ef08a1cfd4e4b20e0543883237b6a8e58c10d1dc10fe1c","observation_id":"558a092e-6fec-4078-a2cb-c034b86d7943","resolution":{"observed_at":"2026-08-11T19:55:45.502277Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.506560Z","title":"SoK: Evaluations in Industrial Intrusion Detection Research,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.506560Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:1081e7d6931ef899647d0140ca1b6bdcc2fb93e1ba801671394c3e3e6d3ca209","observation_id":"4c9b544f-e230-4431-9540-b9042dee6745","resolution":{"observed_at":"2026-08-11T19:55:45.506560Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.515805Z","title":"Zhou, Ensemble methods: foundations and algorithms","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.515805Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:26d06721db02995278e08af42d05c0c56cc32dc5d38e168d7f00d544692df0d6","observation_id":"21787627-0855-46de-b0f4-95ccbaf02d4f","resolution":{"observed_at":"2026-08-11T19:55:45.515805Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.520521Z","title":"Introducing a Comprehensive, Continuous, and Collaborative Survey of Intrusion Detection Datasets,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.520521Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:f4e5815f69fef2d6808e75ea650f04c009c1d2c3d7b40f132452c632db637fe1","observation_id":"e55d47d9-45b6-4897-91d3-291067eae8dc","resolution":{"observed_at":"2026-08-11T19:55:45.520521Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.525415Z","title":"Pmlb: a large benchmark suite for machine learning evaluation and comparison,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.525415Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:fb9dba91ca6987f2fb28d322e1c4753ebd71a39b70816cde148a530e646298c1","observation_id":"611c9387-f299-40c8-8753-067bf75b9d77","resolution":{"observed_at":"2026-08-11T19:55:45.525415Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.530295Z","title":"Scientific machine learning benchmarks,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.530295Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:485f1a3fede88cdafcc1f74b545897608f9e8963d86e3e0a6b3fd62d26632a5c","observation_id":"126184b9-75ab-43f1-af9d-37d2729245e2","resolution":{"observed_at":"2026-08-11T19:55:45.530295Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.534961Z","title":"Ics cyber attack detection with ensemble machine learning and dpi using cyber-kit datasets,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.534961Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:7eb5d91c016812c83fa6a430373b28438f807eb469070210a5db0e8ae7d33cf0","observation_id":"c74e2ae6-7686-42f2-93c7-27bb8ead4e2e","resolution":{"observed_at":"2026-08-11T19:55:45.534961Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.539570Z","title":"Evaluating real-time anomaly detection algorithms– the numenta anomaly benchmark,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.539570Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:37d1b83cfa63897216c9464dec9e125cf410b98e65de2f662ab07b6e5d6681cd","observation_id":"ea7f4da9-6036-4e48-a485-57ccbe035d17","resolution":{"observed_at":"2026-08-11T19:55:45.539570Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.544195Z","title":"Evaluation of machine learning algorithms for anomaly detection in industrial networks,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.544195Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:b37ce6a4c74ae6a6adafe4f80007e3f33f650c958e3ccb06be97ff758e07a607","observation_id":"53ec5539-8638-42a2-be79-a558cbdb6bb9","resolution":{"observed_at":"2026-08-11T19:55:45.544195Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:45.548943Z","title":"Validating anomaly detection mechanisms in industrial control systems,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.548943Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:7afda59061dd4c1b0681a4ced1a22bd8609f155a2d33cd259059cc444d979444","observation_id":"aeee7117-7773-499f-95a4-5c387b7c976a","resolution":{"observed_at":"2026-08-11T19:55:45.548943Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.163765Z","title":"Benchmark of machine learning al- gorithms on capturing future distribution network anomalies,","venue":null,"work_id":"dd84154b-a872-40b6-964e-2dcf324ae9f5","year":2019},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.553663Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:3be6c2a5fb399ceeb5201b56305aa1d68b1c0fef16e05a30bb5b8c2c77c24cc4","observation_id":"a8ca3c71-8b2b-475e-a7a5-3382584fbed8","resolution":{"observed_at":"2026-08-11T19:55:47.169233Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.148873Z","title":"Why question machine learning evaluation methods,","venue":null,"work_id":"db563420-cb98-4e50-a3b6-024ab240c816","year":2006},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.558463Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:7261a56f6735be369ba928bcf9858fec476a4a680206d7b69c9e9eb1087efaca","observation_id":"fae89769-0d49-4b52-91b9-d95c0f89b089","resolution":{"observed_at":"2026-08-11T19:55:47.153573Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.134403Z","title":"Anomaly-based intrusion detection by machine learn- ing: A case study on probing attacks to an institutional network,","venue":null,"work_id":"e16942e1-fd43-4ddd-b82e-f12ffb126243","year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.562928Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:5034494706d79d29d39b9bd89d28d62f0dcce1ddb6f0fb4da2888868dabbfc7c","observation_id":"3672c804-e1cd-4443-bea5-51d92f07274f","resolution":{"observed_at":"2026-08-11T19:55:47.139256Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.119911Z","title":"The industrial control system cyber defence triage process,","venue":null,"work_id":"36a9fa52-0aa7-4603-9635-0c5115b9191e","year":2017},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.567591Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:11ea05ae18fddf915a9c4cfd724b53b4f89ca17a764e6de0ac2e99842df844d9","observation_id":"9260e6d4-f42b-4c4d-ae53-f080145ace68","resolution":{"observed_at":"2026-08-11T19:55:47.124512Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.105256Z","title":"Process-aware model based IDSs for industrial control systems cybersecurity: approaches, limits and further research,","venue":null,"work_id":"90d22c73-153a-454c-b5ab-72f5a45b4591","year":2018},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.572337Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:94bec1b4b792a525b47330c98f6576d50fdc44470d6302102290fb312715fcbe","observation_id":"63c73c21-c1d9-437f-8537-1e00425dad05","resolution":{"observed_at":"2026-08-11T19:55:47.109785Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.091310Z","title":"A specification-based state replication approach for digital twins,","venue":null,"work_id":"fb1d6f30-983c-4922-8fa1-462c6ae3d494","year":2018},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.576988Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:c1c10c00d0677031f8c87a4b7545713a4138aea5b128393137fe7fae146ed469","observation_id":"684345da-5eea-4a1b-9686-7a456b6d4483","resolution":{"observed_at":"2026-08-11T19:55:47.095825Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.076564Z","title":"Distributed intrusion detection system using semantic-based rules for scada in smart grid,","venue":null,"work_id":"6bfe3da2-8f28-44c3-9889-111bf81bf4ad","year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.581573Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:8e622a3c354196f0637ad021dffc19d9550de84369a64e24008c8c6083e1b2ab","observation_id":"bc785b89-4335-4d04-a088-e32d18d6d807","resolution":{"observed_at":"2026-08-11T19:55:47.081395Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.062056Z","title":"Efficient modelling of ics communication for anomaly detection using probabilistic automata,","venue":null,"work_id":"013e5f3c-6c18-4692-b6e2-481f5714eba6","year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.586033Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:9d1bc67ec909c3251cac4507736ba36ee6a7dca70fc2e4fd6daff999ab3c0021","observation_id":"3e48b0fa-befa-4f2f-9174-6fa244fcb3b7","resolution":{"observed_at":"2026-08-11T19:55:47.066871Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.047656Z","title":"Fuzzy automaton as a detection mechanism for the multi-step attack,","venue":null,"work_id":"9caaba9d-0163-4722-826f-a0e1f5fa1797","year":2019},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.590411Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:ca26af67840b330c73905a0e705fe0ab7991497d65a8659aa6ed65c86e1cf4a3","observation_id":"54454eec-d8cb-4304-889a-69d789ac2724","resolution":{"observed_at":"2026-08-11T19:55:47.052471Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.033275Z","title":"An anomaly detection mechanism for IEC 60870-5-104,","venue":null,"work_id":"54c192e9-b8dc-4ebc-bc27-e6d9ada8266b","year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.594907Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:05f7db706754079229c5586d63c65de9f8df69eb143bb222a0f336a8a9fcb67d","observation_id":"bbf61e94-9041-428e-8c83-efb1c9d1abe6","resolution":{"observed_at":"2026-08-11T19:55:47.037889Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.018020Z","title":"Anomaly Detection of ICS Communication Using Statistical Models,","venue":null,"work_id":"770d3256-051d-46ca-a216-f832ec5a5168","year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.599493Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:e731e7d1f33f38e7f3d7baaa218304a7a2e5fb50d55fb5300c470bf6f34fd6a7","observation_id":"5a6c2bf9-61a9-419f-8f2a-c44e0ed1aebe","resolution":{"observed_at":"2026-08-11T19:55:47.022891Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:47.003059Z","title":"A Comparison of Unsupervised Learning Algorithms for Intrusion Detection in IEC 104 SCADA Protocol,","venue":null,"work_id":"3d253245-de1d-42d2-9d84-8bea25405f08","year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.604457Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:3d1c670fac5d3a6442ab353986869c70ceb27162f91af7eb3e4f70c8b6bae971","observation_id":"212de18a-1598-4273-b258-257a781249c8","resolution":{"observed_at":"2026-08-11T19:55:47.008156Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.988346Z","title":"Status of the National Implementation of the NC RfG in Germany,","venue":null,"work_id":"21ea2c73-fe55-4800-9cb2-e0962a9e0373","year":2016},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.609221Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:27e10d9550739df9ef371d6e7bcd1d7ec87ae18452ef0e6c7d9a181716ffa94f","observation_id":"d8ed3fd3-3520-4542-8e13-dbe1e7571a68","resolution":{"observed_at":"2026-08-11T19:55:46.993152Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.973640Z","title":"Improving the performance of the intrusion detection systems by the machine learning explainability,","venue":null,"work_id":"e669bc33-19fd-4b92-85da-c1b37047a7ab","year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.613841Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:69de02bd7725563348f85e4f9879a9af185f2466583fe21a4396ed6d98e51c1a","observation_id":"b9bca27e-0ee3-425e-b330-575f506f8200","resolution":{"observed_at":"2026-08-11T19:55:46.978289Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.958960Z","title":"Measuring the quality of explanations: the system causability scale (SCS),","venue":null,"work_id":"706da69b-ee04-4b00-a034-bac7e8f5e377","year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.618305Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:e5ede172fdd290ddbde16918c8165f26fb251c6e6a92c1a90e2765f1407a864a","observation_id":"7f92cf0b-b933-46e0-a6c0-9cd94af18eed","resolution":{"observed_at":"2026-08-11T19:55:46.963657Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.944470Z","title":"Toward generating a new intrusion detection dataset and intrusion traffic characterization","venue":null,"work_id":"23fc8afd-ba93-4e06-8407-ad8776b2373e","year":2018},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.622650Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:e0e820469f998b3b2f31ea228cc14e62790c619be395fa2065786553bf13c33f","observation_id":"de1b2d72-1458-4e35-ae6e-6f61c1fb3147","resolution":{"observed_at":"2026-08-11T19:55:46.949313Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.928404Z","title":"On generating network traffic datasets with synthetic attacks for intrusion detection,","venue":null,"work_id":"dbdd5861-40e5-45a6-b950-85ae043521c6","year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.627025Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:d205ed4b7556244fe8e4e6c08451514e4a6feabed8cb7314b84289835d3e87cf","observation_id":"181b4578-6da3-4e90-a047-ddad95b97917","resolution":{"observed_at":"2026-08-11T19:55:46.934203Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.913345Z","title":"Gan-based data generation approach for ids: Evaluation on decision tree,","venue":null,"work_id":"8af1a9ec-5f26-4bf2-afcb-dc722ec363e0","year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.631291Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:8e27d9c6c8fa441b749541cf0864bad0d5fd17d3cd643e6b0dca16a322b3c20c","observation_id":"f68dfda1-ea2d-4369-821b-64fba0676998","resolution":{"observed_at":"2026-08-11T19:55:46.918163Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.898669Z","title":"Melody: synthesized datasets for evaluating intrusion detection systems for the smart grid,","venue":null,"work_id":"ed39d23b-f9e0-4ff8-b4b4-289a7ac7075a","year":2017},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.635532Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:0066658d766f75746a7930d9a00cd070748b8ce93d33112751e6ab8113fc2623","observation_id":"3cfdd51e-cd6a-41a2-bc9e-05465b7b95a5","resolution":{"observed_at":"2026-08-11T19:55:46.903467Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.01595","last_updated":"2023-02-03T08:33:33Z","snapshot_observed_at":"2026-08-16T15:57:58.966447Z","submitted_at":"2023-02-03T08:33:33Z","title":"Deep Reinforcement Learning for Cyber System Defense under Dynamic Adversarial Uncertainties","version":1},"cited_work":{"arxiv_id":"2302.01595","doi":null,"metadata_source":"pith","pith_arxiv_id":"2302.01595","snapshot_observed_at":"2026-08-11T19:55:45.964890Z","title":"Deep Reinforcement Learning for Cyber System Defense under Dynamic Adversarial Uncertainties","venue":"cs.LG","work_id":"bcba55f7-9796-438d-89e6-c483e2339acb","year":2023},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.640393Z"},"links":{"cited_paper":"/paper/2302.01595","citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:9e7fea47fd1acba9342e73e8b62d52719bd720655d8e6771557f34882025669b","observation_id":"c990f004-eab4-4de2-b131-92af02c969aa","resolution":{"observed_at":"2026-08-11T19:55:45.972192Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.883101Z","title":"Implementation aspects of smart grids cyber-security cross-layered framework for critical infrastructure operation,","venue":null,"work_id":"f056ad9c-7518-47c0-bf1f-74a5c5e47c78","year":2022},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.644981Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:9d9d8b53c7fce87c88b8ad685033c5e9b044a1e3b37c560f7c5c6be1aa50df06","observation_id":"0e2324fc-c042-4b39-8f15-bc857650929d","resolution":{"observed_at":"2026-08-11T19:55:46.888278Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.868150Z","title":"Reproducible and Adaptable Log Data Generation for Sound Cybersecurity Experiments,","venue":null,"work_id":"c79feb24-332c-4bc0-b39a-faf26ee057a5","year":2021},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.649477Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:15adf996d1bbce884f38e924434d79b3e33d8d0e677e59510c643e6bc8faca73","observation_id":"6d962710-faa0-48f3-9d5a-99da3a58e8e9","resolution":{"observed_at":"2026-08-11T19:55:46.873149Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.853193Z","title":"Challenges and Pitfalls in Generating Representative ICS Datasets in Cyber Security Research,","venue":null,"work_id":"fb028a9c-3d03-4136-a55f-caea152e63a3","year":2022},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.653735Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:c0816afc5759b3c52d55b9ee868bef359b6d712a9d922aa0e6f9673dd90bd6dc","observation_id":"c723d894-0913-48ed-9fb3-3156a028c3fb","resolution":{"observed_at":"2026-08-11T19:55:46.858120Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.838031Z","title":"Real-time simulation with opal-rt technologies and applications for control and protection schemes in electrical net- works","venue":null,"work_id":"b3c266f3-a017-47fc-91ac-953429b8cfe6","year":2019},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.657842Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:b1b548047c2683151d39729e2cb5797c961d62ecb4b5bc213e552fbc12e66155","observation_id":"2f623e86-5211-4387-9d7d-e61ffd8cda2c","resolution":{"observed_at":"2026-08-11T19:55:46.842975Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.822805Z","title":"Testing and validation of power system dynamic state estimators using real time digital simulator (rtds),","venue":null,"work_id":"43871dbb-0b3f-4fe4-a41e-4ca304d3bd45","year":2015},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.662422Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:72eb7ed6a16b26ca03b92cd8ccc4f2a241d3e6adff4eece7fa5fb80334378b6e","observation_id":"41913037-b141-4c22-be95-00e93d2237f9","resolution":{"observed_at":"2026-08-11T19:55:46.827831Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.807573Z","title":"Real-time simulation models for photovoltaic cells and arrays in opal-rt and typhoon-hil,","venue":null,"work_id":"d4beda82-4c9f-4280-bdc6-f74e2ab922eb","year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.666901Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:7040e2ff29bb12985a787936f0e1d932fabf167650578dc12e326c3947652109","observation_id":"6bbbf7e5-a0b1-4883-9174-f176e526456a","resolution":{"observed_at":"2026-08-11T19:55:46.812842Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.792676Z","title":"Comparison between two co-simulation frame- works, mosaik and helics,","venue":null,"work_id":"debf1e20-5ac1-4be3-b518-7dab5a487cca","year":2022},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.671287Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:8c2379b5c718c66ab9a40a585234f9231614311ea1db4c792d4e61b998eba902","observation_id":"b5c516f4-5a0a-4625-8e49-aa931d0e17e7","resolution":{"observed_at":"2026-08-11T19:55:46.797543Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.777946Z","title":"Co-simulator of power and communication networks using opendss and omnet++,","venue":null,"work_id":"d007ad6b-2e0d-454f-9625-fc6cf00a0e39","year":2016},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.676168Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:8963e6bea245c129be43bcc6c4c263b682398ca5c7daa3f6f8c6ae7e803d0c1f","observation_id":"827ec493-9fa2-4357-95fc-6bfd43497212","resolution":{"observed_at":"2026-08-11T19:55:46.782735Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.762690Z","title":"Cyber-physical co-simulation of smart grid ap- plications using ns-3,","venue":null,"work_id":"e015abf6-d935-4457-a1f0-3bb6ce13073d","year":2014},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.680598Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:19b0ce6748bf54c5ca265d11903dd96911748ac7d98a6a40949638e11453707c","observation_id":"aae31234-97a8-4758-af14-034fe961e9a9","resolution":{"observed_at":"2026-08-11T19:55:46.767552Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.747407Z","title":"Co-simulation platform for smart grid applica- tions,","venue":null,"work_id":"6cebb691-be4a-4cc8-8519-8d6fe9042f04","year":2015},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.685083Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:1428349804068a080add5a2452ac86096b952c7cc8411c3dd8e822f7827828b2","observation_id":"dd1b550c-02b2-4924-a333-6dc716c2f8fb","resolution":{"observed_at":"2026-08-11T19:55:46.752312Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.732579Z","title":"Network and power-grid co-simulation framework for smart grid wide-area monitoring networks,","venue":null,"work_id":"31d36aee-3d53-4918-80bb-5c631b8985ca","year":2016},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.689437Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:075c995e346d28cf671a5eb4b30bcebd1cd65afd4e9dee36baf0ea89fa568b3b","observation_id":"a349fe9a-936e-4879-bde1-39e959c5404b","resolution":{"observed_at":"2026-08-11T19:55:46.737435Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.717427Z","title":"Combining simulation and emulation systems for smart grid planning and evaluation,","venue":null,"work_id":"a8b0fcbf-e109-4187-bd38-dd95c68b92bc","year":2018},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.693978Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:4ebde86a7cfcd763f74c032b96356add175efc135750776d2615633c447c1a85","observation_id":"4efa4ef1-681c-40f2-83e5-88639de0e239","resolution":{"observed_at":"2026-08-11T19:55:46.722111Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.702770Z","title":"Real-time co-simulation platform using opal-rt and opnet for analyzing smart grid performance,","venue":null,"work_id":"ae939e61-8127-4035-8029-a0f5422303fd","year":2015},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.698752Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:0f3ade4e5bd1fd1c5cb17becc7cace18c1dc742ca86732157891ff31e1b062a2","observation_id":"b222e43d-4870-4a04-8f95-18f16f4a1c02","resolution":{"observed_at":"2026-08-11T19:55:46.707555Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.687351Z","title":"Development of the powercyber scada security testbed,","venue":null,"work_id":"b4a81808-bc86-42ae-a390-c1a34ba4d19c","year":2010},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.703447Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:45d1acf51ee0ac53a97c683eb40f91849cdbbb3ba74fef45d2999b17053bdefb","observation_id":"192bc64a-cb11-4a92-8403-ce7431f9835c","resolution":{"observed_at":"2026-08-11T19:55:46.692593Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.672421Z","title":"Epochs: a platform for agent-based electric power and communication simulation built from commercial off-the-shelf components,","venue":null,"work_id":"666b3ed8-fc42-4d03-a92e-eb3b96fad55e","year":2006},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.708131Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:09366857300cf008edf111699045c8a51ba3304f4d1322634bc1faf3298ec4ff","observation_id":"f83d3681-8625-438f-aec6-b4cc846c4720","resolution":{"observed_at":"2026-08-11T19:55:46.677370Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.657323Z","title":"A Note on Two Problems in Connexion with Graphs,","venue":null,"work_id":"386cf770-e210-40f2-8782-f51afd0851f6","year":1959},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":91,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.713174Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:002e2928ae8717c53e322e130855e0d0fe94c81d5de60928a9cdcf985bbd56bd","observation_id":"89aaa87c-4a76-4e6c-af22-337dff68cff8","resolution":{"observed_at":"2026-08-11T19:55:46.662282Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.642277Z","title":"Graph-based model of smart grid architectures,","venue":null,"work_id":"94e14f54-8bfd-458c-85c3-34d8896cd342","year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":92,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.717821Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:23855cf5b49482d80ce3d92fd2230856fad6eaee5c15f816d456b299148aa953","observation_id":"1a8177d6-c7d2-4b49-9c04-e67766c3389d","resolution":{"observed_at":"2026-08-11T19:55:46.646954Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.627317Z","title":"Applying the smart grid architecture model for designing and validating system-of-systems in the power and energy domain: A european perspective,","venue":null,"work_id":"47fdd7d2-ede1-48d1-a220-b7ee5d2db4c9","year":2019},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.722293Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:3bbf971bce6c52eb848e7158989ad20e304cb52ffab2dcef58a43f59c83162fc","observation_id":"e1a6bba1-a7c4-4fff-8b1f-26a9bd0e7980","resolution":{"observed_at":"2026-08-11T19:55:46.632377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.611900Z","title":"Networkx: Network analysis with python,","venue":null,"work_id":"db6f570c-41a5-4eed-9c67-06cf38a61222","year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":94,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.727792Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:cda822da972c68b5be9812331d887a562e6fc220abdf8f473eb5b35791942244","observation_id":"9bcee556-635d-4576-bc01-27742a58fe99","resolution":{"observed_at":"2026-08-11T19:55:46.617079Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.595980Z","title":"pandapower—an open-source python tool for conve- nient modeling, analysis, and optimization of electric power systems,","venue":null,"work_id":"dc7cd068-146c-426d-8fcc-e5a0bbf973fb","year":2018},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":95,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.732639Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:ec31aef9b06d44eb725de20834b4cd8e54696b71ae5cb7efde8fc984c242ae65","observation_id":"91109b59-96c3-433d-a2e0-3150c22ed2c5","resolution":{"observed_at":"2026-08-11T19:55:46.601262Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.581793Z","title":"Luntovskyy et al., Moderne Rechnernetze","venue":null,"work_id":"767d1f4c-e15d-4d39-8d89-0cfda62a5334","year":2020},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":96,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.737242Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:d9b6e1baccd27b07edca9452203319441f2e6d0b72c9f48e763f4fba76bcf4a5","observation_id":"e8e3ecb9-1d2b-43b5-9088-6212b3c1a40c","resolution":{"observed_at":"2026-08-11T19:55:46.586425Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.567055Z","title":"IEEE Standard for Ethernet,","venue":null,"work_id":"dbd16359-cd1f-4f5f-9970-40aede1a5782","year":2018},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":97,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.741810Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:b2cac40a4f5e2cc4b99ec5494df06ef1427b33e7f4c97f19ba1a08e8331ebb8f","observation_id":"91a9dc1a-a424-4504-baa0-8709ca41a63e","resolution":{"observed_at":"2026-08-11T19:55:46.571804Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.552419Z","title":"1– 3534, 2016","venue":null,"work_id":"c632afdf-e0ce-4f83-afe7-7af8ef0296c9","year":2016},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":98,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.746219Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:493f30bbe3e8ec2ff9f6e1067de47e7e8bc66225b5c09afba3ab96388f5ac5f5","observation_id":"ce74e75e-cd4b-468c-84c7-d736aa13dc7e","resolution":{"observed_at":"2026-08-11T19:55:46.557145Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.536863Z","title":"IEEE Standard for Information processing systems – Local area networks – Part 4: Standard for Token-Passing Bus Access Method and Physical Layer Specifications,","venue":null,"work_id":"aa6d3fa6-1b5a-44a8-b617-65f6824ab9d0","year":1990},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":99,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.750827Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:70592de0f62baa27657c67514f46439c9b5eea29e84a376b76e50b39f060be78","observation_id":"4d337b8b-f000-4103-8bfa-3cb7de0d69aa","resolution":{"observed_at":"2026-08-11T19:55:46.541742Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.520536Z","title":"An ethernet address resolution protocol: Or converting network protocol addresses to 48.bit ethernet address for transmission on ethernet hardware,","venue":null,"work_id":"d57f4138-2e9d-4db1-89b9-46eae216d725","year":1982},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":100,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.755693Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:4464951a80e185bd270895e8611632f6bf11a897662afc13a0a0c54b0fd811be","observation_id":"5f0c3116-d4d4-44a0-818b-976de8d930ef","resolution":{"observed_at":"2026-08-11T19:55:46.526079Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.505039Z","title":"Internet protocol,","venue":null,"work_id":"95721df7-247e-4728-bc25-66b386244d37","year":1981},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":101,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.760375Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:c07a4be2345b61523fefcfcaa5f6913572c0169254c00e27866c108f2c69ad36","observation_id":"f9a844e9-4914-452f-a8c0-911aa22378f0","resolution":{"observed_at":"2026-08-11T19:55:46.510057Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T19:55:46.490019Z","title":"Internet control message protocol,","venue":null,"work_id":"f6f10ba3-3dac-49cb-a1fa-da0f26af009d","year":1981},"citing_paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids","version":1},"reference_index":102,"source":"pdf_text","source_observed_at":"2026-08-11T19:55:45.764982Z"},"links":{"citing_paper":"/paper/2412.06255"},"observation_digest":"sha256:2d34fcaf6b7896f2d2231d972eff950680dcdcf4eec44c47982be632b6125584","observation_id":"7b01918b-a366-4787-9e95-07a9c1a0bce9","resolution":{"observed_at":"2026-08-11T19:55:46.494730Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.06255","last_updated":"2024-12-09T07:07:17Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-13T20:15:39.307327Z","submitted_at":"2024-12-09T07:07:17Z","title":"Simulation of Multi-Stage Attack and Defense Mechanisms in Smart Grids"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":53,"verified_exact":1,"verified_fuzzy":46},"total_outbound_references":134},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"thesis":"As of 23 August 2026, this Paper Citation Record lists 100 of 134 outbound references and 0 inbound Pith citation observations for arXiv:2412.06255."}