{"as_of":"2026-08-07T09:16:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ad835d16c037f6effdb1ce0c41f8f873f10b39c83b7055c07c0d7a356065afae","coverage":[{"denominator":42,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":42,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T23:04:03.847220Z","state":"measured"},{"denominator":42,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":42,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+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/2506.20123/citation-record","integrity":"/paper/2506.20123/integrity","json":"/paper/2506.20123/citation-record.json","paper":"/paper/2506.20123"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T23:04:04.293906Z","title":"Zheng, S","venue":null,"work_id":"3a2ea8b1-7661-4a77-9843-1188f6367884","year":2018},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.721555Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:31106d3eb0710a1ee2f3bca505d59e844dff6ef56e0d1cac4473b639130b3f3c","observation_id":"78aa6670-6c27-4078-8f46-03bfde130814","resolution":{"observed_at":"2026-08-06T23:04:04.298148Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.244590Z","title":"Wood, et al., Ethereum: A secure decentralised generalised transac- tion ledger, Ethereum project yellow paper 151 (2014) (2014) 1–32","venue":null,"work_id":"0beef520-a6de-4b53-af5f-277d0d97958f","year":2014},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.725068Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:a8cf18be486a137cca5623a1988d259d7eb1d8a3f7fe95b877db3039ef6899bb","observation_id":"7ba25938-0387-45eb-a813-75c7452b9093","resolution":{"observed_at":"2026-08-06T23:04:04.275245Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.235972Z","title":"W ¨ust, A","venue":null,"work_id":"d344f4d4-bd2d-42bf-a9e9-3c80a253ea52","year":2018},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.728377Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:ba6f2cb62d5fc3feef792580c6ae3effcfb4793a2d76e49afc841079d444c523","observation_id":"861295cb-5410-4b33-977f-fba4e776db86","resolution":{"observed_at":"2026-08-06T23:04:04.239094Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.227532Z","title":"Deepa, Q.-V","venue":null,"work_id":"9764aea6-8add-4c28-af5d-ebb2de894221","year":2022},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.731418Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:478660d18b1e072c6a3084ecce87ca0a3c80a307aa89ac7657b9a4a17d73e4b0","observation_id":"a626c78e-7c38-4ce7-ab8e-1a13d9332c4a","resolution":{"observed_at":"2026-08-06T23:04:04.230557Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.213985Z","title":null,"venue":null,"work_id":"bf1fd697-57f2-4030-b08b-5761b6d2682f","year":2021},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.734542Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:de2e40e99d916412393a040fb316a6e32d3d07c05a723857fa425a282a60b50a","observation_id":"d5d8daa5-cbc3-483d-a4fd-d000619c6f4c","resolution":{"observed_at":"2026-08-06T23:04:04.216936Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.204189Z","title":"Iyengar, F","venue":null,"work_id":"aa429e3a-13f0-4629-b926-985a344ef500","year":2023},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.737608Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:a974109ad24d68ea0f7a22ec1589742d059a80e34a6164637b4e7aa6c69e7874","observation_id":"4b894d5c-92d5-4acb-82b4-3125dbb98070","resolution":{"observed_at":"2026-08-06T23:04:04.207683Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.190589Z","title":null,"venue":null,"work_id":"ff88b743-b472-4741-9bf5-82c1ccc353e5","year":2024},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.741492Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:3af2d30617ce8c801fc59f1e59fbc399c693bbb885f08c105bd105ccc9283594","observation_id":"c22dfa6f-978c-43bc-80e3-4fe5e39191f8","resolution":{"observed_at":"2026-08-06T23:04:04.193867Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.177817Z","title":null,"venue":null,"work_id":"a6673445-124f-4537-b8b3-6cb6488223ed","year":2020},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.744180Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:c341f1b839c37455b2ab6b1010db30de927d80581f4eee3430c4f60a4d047684","observation_id":"81be2d3b-636a-44e9-857c-f480fbbe6005","resolution":{"observed_at":"2026-08-06T23:04:04.180710Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.165640Z","title":null,"venue":null,"work_id":"51103f18-34e1-4ddd-8be2-3ec9ed395227","year":2021},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.747780Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:7c984579b6b0822c696b075ea5a02842363a33003accccfcd10b79ead4d496d5","observation_id":"27bf5dbe-fed3-483e-bad8-947ac559d814","resolution":{"observed_at":"2026-08-06T23:04:04.168928Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.02386","last_updated":"2024-11-18T03:53:30Z","snapshot_observed_at":"2026-08-07T03:05:54.914889Z","submitted_at":"2024-09-04T02:26:59Z","title":"Dissecting Payload-based Transaction Phishing on Ethereum","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.02386","snapshot_observed_at":"2026-08-06T23:04:03.750385Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.750385Z"},"links":{"cited_paper":"/paper/2409.02386","citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:923efaa8de06b6d3656088d3b771d6ff8b3a6d7008771314518253ead3f4e41c","observation_id":"e2ca70f7-c7f4-4647-b5d5-c3f0b3d124ba","resolution":{"observed_at":"2026-08-06T23:04:03.750385Z","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":"2026-08-06T23:04:04.155987Z","title":"URL https://www.trmlabs.com/resources/reports/ 2025-crypto-crime-report","venue":null,"work_id":"8f2c566d-c761-423c-bb00-4b5d6ffd0e5d","year":2025},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.753699Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:18a139a21c9db3764540ddddf6055580d01c600d50b4410f623b0e01343651e6","observation_id":"c81ce25f-89bb-4a0b-b6ab-ee3ae9444d1c","resolution":{"observed_at":"2026-08-06T23:04:04.159703Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.146877Z","title":null,"venue":null,"work_id":"e0645a62-ff62-4d10-9815-76053f0f60f6","year":2019},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.756554Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:7c4399dbdd83172354b9232dd0c8c8306f7907a8afba1c4b977966cece3d1e89","observation_id":"6bac28d5-cc6f-470e-a147-b9375816745a","resolution":{"observed_at":"2026-08-06T23:04:04.150215Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T23:04:03.759331Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.759331Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:0664e3c3383a54ffc8f10f7e0ad2a3a788301ce710d9ce38230016c05af0ce44","observation_id":"89fdbd2e-b543-40ba-9f33-39b99dd33992","resolution":{"observed_at":"2026-08-06T23:04:03.759331Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.01018","last_updated":"2023-07-08T12:43:42Z","snapshot_observed_at":"2026-08-06T16:08:16.837507Z","submitted_at":"2023-02-02T11:12:51Z","title":"Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.01018","snapshot_observed_at":"2026-08-06T23:04:03.762195Z","title":"Longa, V","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.762195Z"},"links":{"cited_paper":"/paper/2302.01018","citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:8884a87e7928cc760e65a3b16d4e831d4d3c8d81533a76991c637d34dd24366d","observation_id":"aadd76e7-991f-4887-8307-02407ebc50b3","resolution":{"observed_at":"2026-08-06T23:04:03.762195Z","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":"2026-08-06T23:04:04.111359Z","title":"Pareja, G","venue":null,"work_id":"ff4a4317-74fd-4b71-a54b-783ea2a9b613","year":2020},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.765403Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:8e45fbf35050dbd1bd19ce64894337a7dd091d60d6396f5d6d673947c3053fa6","observation_id":"7f4c1e25-8a46-4dc8-8659-f0a819e81d84","resolution":{"observed_at":"2026-08-06T23:04:04.114797Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2006.10637","last_updated":"2020-10-09T11:39:32Z","snapshot_observed_at":"2026-08-02T05:44:45.513979Z","submitted_at":"2020-06-18T16:06:18Z","title":"Temporal Graph Networks for Deep Learning on Dynamic Graphs","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2006.10637","snapshot_observed_at":"2026-08-06T23:04:03.768197Z","title":"Rossi, B","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.768197Z"},"links":{"cited_paper":"/paper/2006.10637","citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:ca09c321160ac6036e716704aac867a07dbe016497c2f7c9747a791f4a728d57","observation_id":"db3855a9-9ed7-4c5c-9d6a-bb3288899268","resolution":{"observed_at":"2026-08-06T23:04:03.768197Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2002.07962","last_updated":"2020-02-19T02:05:37Z","snapshot_observed_at":"2026-07-06T08:58:21.130247Z","submitted_at":"2020-02-19T02:05:37Z","title":"Inductive Representation Learning on Temporal Graphs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2002.07962","snapshot_observed_at":"2026-08-06T23:04:03.771319Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.771319Z"},"links":{"cited_paper":"/paper/2002.07962","citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:e45db6b89e4753a30ba157057e611b742e7e66ddbf99f13451683f9d6380b7f1","observation_id":"f66a41e3-f50a-4361-80a0-bfedd08bee3d","resolution":{"observed_at":"2026-08-06T23:04:03.771319Z","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":"2026-08-06T23:04:04.101783Z","title":null,"venue":null,"work_id":"fdd51fa3-ad8e-4ea2-84b2-9aac8d526b57","year":2024},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.774298Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:588179bf523f9a68256a4f1e3f54c0f679e836d14eaffcf424e5461562b720c8","observation_id":"5ebd2189-db59-45a0-82f5-71726e0294ea","resolution":{"observed_at":"2026-08-06T23:04:04.105527Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.092359Z","title":"Agarwal, S","venue":null,"work_id":"c0d0e018-b460-4ef6-9ea1-89b899f508fa","year":2021},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.778226Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:4671a3f5e0b04591942ee6cfbed682bdc3d2be2f10be316ab121d5a3d73a172b","observation_id":"7d7d898a-d9dd-455d-9bf3-e8a75f45e40b","resolution":{"observed_at":"2026-08-06T23:04:04.095503Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.082249Z","title":"Perozzi, R","venue":null,"work_id":"face70e0-8c50-4d86-b0b6-2661d2809374","year":2014},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.780952Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:19513e49a3d719ad64f2b621516fe1e5d4563519896572e1decbf648ae0be2ca","observation_id":"3515cacd-71ea-4744-ba62-07ef7e491e1c","resolution":{"observed_at":"2026-08-06T23:04:04.085484Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.073232Z","title":"Grover, J","venue":null,"work_id":"f9c17827-ff42-4b9c-af4c-fded3c845136","year":2016},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.784043Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:906095673f99202b002401cd50b93f61796f141ddcef7c70ae27c1f0ddfadc5d","observation_id":"f8bb0a00-ed60-4681-89bd-2c33c7fb3aac","resolution":{"observed_at":"2026-08-06T23:04:04.076367Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.064241Z","title":null,"venue":null,"work_id":"b30ad2e5-e6ac-466e-aff3-f78445eba194","year":2020},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.786772Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:a91ae3474b1a4fe9c8f40108b79c851eae497cbe1225c91eeb0b30e340c8f33d","observation_id":"42ee9f1a-0f15-4051-ada2-19e3be93a5e1","resolution":{"observed_at":"2026-08-06T23:04:04.067223Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.055281Z","title":null,"venue":null,"work_id":"a0e04b79-9302-469f-9ad8-f7bcec8b3719","year":2023},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.789904Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:5e8187f9a7b3a130aa26c4e34e4c2910ef56f18c4171a5d666898d5cfd806515","observation_id":"a54ce8de-3182-4f73-9ca5-6f1c42ce5c9e","resolution":{"observed_at":"2026-08-06T23:04:04.058469Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.045694Z","title":"Alarab, S","venue":null,"work_id":"63acedda-427a-4281-8765-3438431b60e0","year":2020},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.792822Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:180c71941a4645456abc4d7a1ee23bffa543397c7641702ab2d240559acddf11","observation_id":"972b2ea1-5331-46e0-9d2b-4a6e0e9dc3f5","resolution":{"observed_at":"2026-08-06T23:04:04.049387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1609.02907","last_updated":"2017-02-22T09:55:36Z","snapshot_observed_at":"2026-07-06T05:10:16.862707Z","submitted_at":"2016-09-09T19:48:41Z","title":"Semi-Supervised Classification with Graph Convolutional Networks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1609.02907","snapshot_observed_at":"2026-08-06T23:04:03.795631Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.795631Z"},"links":{"cited_paper":"/paper/1609.02907","citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:c052eff3af82f8cbc5135880e760ab44d4f99135129b09abcaa63f645a8b603e","observation_id":"eba14784-170a-402a-a744-f843769c7df6","resolution":{"observed_at":"2026-08-06T23:04:03.795631Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1710.10903","last_updated":"2018-02-04T19:13:29Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2017-10-30T12:41:12Z","title":"Graph Attention Networks","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1710.10903","snapshot_observed_at":"2026-08-06T23:04:03.798585Z","title":"Veli ˇckovi´c, G","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.798585Z"},"links":{"cited_paper":"/paper/1710.10903","citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:a6095a9bf9c9aae0b47f3a1d5f3fccb708cb4a57166568c61f3ba255ad79b57a","observation_id":"d4a21cb7-4474-4f4e-af22-5f61d4b8e7f3","resolution":{"observed_at":"2026-08-06T23:04:03.798585Z","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":"2026-08-06T23:04:03.801462Z","title":"Hamilton, Z","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.801462Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:35dfa1c42a86b26fcab73c392f19622c228cbc72aa87d2a8a4ea0497c9e66f19","observation_id":"6e4d7bad-c1dc-4c74-a9fe-0440754c09b5","resolution":{"observed_at":"2026-08-06T23:04:03.801462Z","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":"2026-08-06T23:04:04.032017Z","title":null,"venue":null,"work_id":"6b9d6265-b682-46bc-8c66-156bc81dc2e5","year":2023},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.804727Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:7253dfd887d3ab0702313d2d9fa43a04bb6270cbe0499e8af9f959445953fa06","observation_id":"41f9b1a6-ab1c-4435-8cf6-a15d0f66d6d6","resolution":{"observed_at":"2026-08-06T23:04:04.034925Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.023409Z","title":null,"venue":null,"work_id":"1871631f-f1aa-47fe-8bc0-f957163563b3","year":2025},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.807642Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:048e61f27da70d483416fbe04ec332e0b78674c8a67c2345b4d5cb85b6b1007e","observation_id":"81c2822f-e234-4c90-be1c-7f03245fd2ac","resolution":{"observed_at":"2026-08-06T23:04:04.026468Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.014608Z","title":null,"venue":null,"work_id":"a6ce04b3-8ece-4712-bf33-a388fe6add20","year":2023},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.810403Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:37d60323d1be036c83a5dee0cf760ac2e4c7aa752711ce6e0665c561f044a560","observation_id":"f1c5fc93-fa48-4af3-8bd1-2e7bbf6833ac","resolution":{"observed_at":"2026-08-06T23:04:04.017777Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:04.006026Z","title":null,"venue":null,"work_id":"07bcc5af-83cc-46c6-b36d-ee511a060900","year":2022},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.813238Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:8f4e1caa954fbe884b940704ef5ba73ba4f6a7a6f0d8d551a03d6750eb69c5b9","observation_id":"0fc8ae52-40a0-4bb8-837a-db40dbd53bfc","resolution":{"observed_at":"2026-08-06T23:04:04.009039Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:03.996597Z","title":"Zhang, H","venue":null,"work_id":"4963b611-2d4d-42fa-af2c-4feafbb1fcde","year":2024},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.816618Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:2310651939ed2318fb49b2ac069de0790bff39c770e991755ccf91211642d039","observation_id":"9d5676df-de4b-47c2-b929-60f55c6c16c1","resolution":{"observed_at":"2026-08-06T23:04:04.000187Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:03.988055Z","title":null,"venue":null,"work_id":"c2603902-8c3c-4f98-8968-7b79372303e2","year":2024},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.819453Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:cda925bc3b9cfc86b6f5af21aacc433f4632120f10a721f5d12614e33f9dcde1","observation_id":"124d438d-c76b-4de4-bb6d-797b42821118","resolution":{"observed_at":"2026-08-06T23:04:03.991015Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:03.979532Z","title":"Layne, J","venue":null,"work_id":"63e88b8f-5b57-412e-8a01-a5356ea3afac","year":2023},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.822352Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:3d397964c4dc3689239aa7717619784d0c7c166545dca9b55eea57da0293a9bd","observation_id":"db12850c-4fd1-4e42-b01c-edb746ecaa8a","resolution":{"observed_at":"2026-08-06T23:04:03.982579Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:03.970942Z","title":"Mavromatis, G","venue":null,"work_id":"ef4a9f07-278c-4317-aa79-51500936ab4d","year":2021},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.825407Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:e49e3caa485dcd293b0d59c66cee6c086fb5d048ef1cb06b57623b691b424bfc","observation_id":"cfb4c32f-f7f2-43de-8ebb-f775d140ecdc","resolution":{"observed_at":"2026-08-06T23:04:03.973798Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T23:04:03.828207Z","title":"Breiman, Random forests, Machine learning 45 (2001) 5–32","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.828207Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:f92a4f114163b69b608585351f28c98123d22a6dc0f6a4bbbfb5a2a5adca6204","observation_id":"7c2f05f0-99ff-4a28-8d35-da8335fd2b17","resolution":{"observed_at":"2026-08-06T23:04:03.828207Z","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":"2026-08-06T23:04:03.956891Z","title":null,"venue":null,"work_id":"bd719eb1-6964-4d0e-81d7-7730661bd848","year":2019},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.831349Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:e1196ab96503548ab47529f17434852e1a1e10e1f212abe5f5a5b61f20b9d6cb","observation_id":"d58a6ff2-e63f-4fe7-83c4-cb7024b322b2","resolution":{"observed_at":"2026-08-06T23:04:03.960036Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:03.946849Z","title":null,"venue":null,"work_id":"10f1d655-76df-4642-baa3-1c958056b96a","year":2023},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.834518Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:f172c8b5d603149a7455270e6003a754a8404ff2d7b6eef270a3436c0c137c7f","observation_id":"c746b79b-65f7-46c4-9aa5-4a0e78f5b588","resolution":{"observed_at":"2026-08-06T23:04:03.950052Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:03.936156Z","title":"Fawcett, An introduction to roc analysis, Pattern recognition letters 27 (8) (2006) 861–874","venue":null,"work_id":"df7900b1-0870-4a64-b9b5-7804efa4b785","year":2006},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.837603Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:f5d86c9942ea19ea2157d7499f02ce8ec2274b465cdcdc2d52f65537ec2ab2f4","observation_id":"c49bc3e3-e5a6-4dc3-972a-445fa091c919","resolution":{"observed_at":"2026-08-06T23:04:03.940930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T23:04:03.927405Z","title":null,"venue":null,"work_id":"7d5a6176-01a3-47e8-a99a-c6e85288176c","year":2021},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.841277Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:ca09c05365ca115ecdb6b2b707c5adce2764a3508902dd085b8db25a6571724e","observation_id":"84e1f907-194b-4709-9411-e4cefc8fcb3d","resolution":{"observed_at":"2026-08-06T23:04:03.930387Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T23:04:03.844194Z","title":"Vaswani, N","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.844194Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:e763ffd56b5f1ecd0d3818584ed8df0a4d47fa4fcc4c9812d019586a29a41b75","observation_id":"c10ad0dd-d6f0-4a01-96d6-053a5da8ed14","resolution":{"observed_at":"2026-08-06T23:04:03.844194Z","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":"2026-08-06T23:04:03.912364Z","title":"Bergstra, Y","venue":null,"work_id":"5c924cb5-898d-4d58-829a-a8fefb89a83f","year":2012},"citing_paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T23:04:03.847220Z"},"links":{"citing_paper":"/paper/2506.20123"},"observation_digest":"sha256:5cb7dcaa06773b7db83cbb3906bacaa7180e5da1d2b6eaf288812a8b1617a4e3","observation_id":"90daabc1-3987-4999-ad9c-7f45a192dc1c","resolution":{"observed_at":"2026-08-06T23:04:03.916246Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.20123","last_updated":"2025-06-25T04:29:40Z","latest_version":1,"primary_category":"cs.CE","snapshot_observed_at":"2026-08-07T03:06:27.838996Z","submitted_at":"2025-06-25T04:29:40Z","title":"DiT-SGCR: Directed Temporal Structural Representation with Global-Cluster Awareness for Ethereum Malicious Account Detection"},"reference_resolution":{"displayed":42,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":26,"verified_exact":0,"verified_fuzzy":16},"total_outbound_references":42},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2506.20123."}