{"as_of":"2026-08-10T14:57:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1c018faf042592e0d3013fb4e9f10efe9a62ed125ae04a8bac4327c032144d00","coverage":[{"denominator":236,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T14:44:41.613263Z","state":"measured"},{"denominator":102,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":102,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T21:05:03.924627Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-17T21:00:15.817156Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"cited_work":{"arxiv_id":"2502.06688","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.06688","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Network intrusion datasets: A survey, limitations, and recommendations","venue":null,"work_id":"a2e1d1a5-db32-418a-8da2-16b1b83bce6b","year":2025},"citing_paper":{"arxiv_id":"2511.17113","last_updated":"2026-07-10T09:48:21Z","snapshot_observed_at":"2026-08-04T01:16:44.372360Z","submitted_at":"2025-11-21T10:22:00Z","title":"AutoGraphAD: Unsupervised network anomaly detection using Variational Graph Autoencoders","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-17T20:58:00.853084Z"},"links":{"cited_paper":"/paper/2502.06688","citing_paper":"/paper/2511.17113"},"observation_digest":"sha256:92d694f4088403adf827259955eb1c987e2a8185c482feba0708b75e26e05802","observation_id":"26d51696-33b4-4bbc-bd25-477dd67f7f18","resolution":{"observed_at":"2026-05-17T21:00:15.819351Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06688","snapshot_observed_at":"2026-08-03T21:05:03.924627Z","title":"Network intrusion datasets: A survey, limitations, and recommendations,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2511.17113","last_updated":"2026-07-10T09:48:21Z","snapshot_observed_at":"2026-08-04T01:16:44.372360Z","submitted_at":"2025-11-21T10:22:00Z","title":"AutoGraphAD: Unsupervised network anomaly detection using Variational Graph Autoencoders","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-03T21:05:03.924627Z"},"links":{"cited_paper":"/paper/2502.06688","citing_paper":"/paper/2511.17113"},"observation_digest":"sha256:53d3d79b6cf1ae7fa9cbb184af19267a5326dbe057b8ee6a993e6703a63c315e","observation_id":"95bdf99f-b45a-48a5-b3af-f15d7e88d82d","resolution":{"observed_at":"2026-08-03T21:05:03.924627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2502.06688/citation-record","integrity":"/paper/2502.06688/integrity","json":"/paper/2502.06688/citation-record.json","paper":"/paper/2502.06688"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T14:44:41.189818Z","title":", author Ait Tchakoucht, T","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.189818Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:1a0b160c07bade708f77c278d7a8dee90ebd24eddc266bb361c0495aff25731f","observation_id":"f349b4d1-85cd-4b69-b885-9999a736823e","resolution":{"observed_at":"2026-08-08T14:44:41.189818Z","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":"10.1109/badgers.2014.11","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Baier, H","venue":null,"work_id":"20e87d41-536d-4f99-b085-785f89fd332e","year":2014},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.194424Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:97f8db85ad0cdbaaf2852b7bdf71ac3fced176d967d5336ef890c4aea0dff2b5","observation_id":"e66d6036-7338-4d2d-aa62-5681fb001674","resolution":{"observed_at":"2026-08-08T14:48:35.920821Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1145/3488375","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Bastin, N","venue":"ACM Computing Surveys","work_id":"9db082d6-1ca2-494f-877f-04fefdac2299","year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.198863Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:cdd04ba82f16e3ddae81854c97744e029831c10440dd5230bc9c68e39b694ed3","observation_id":"c3f1b6c7-6986-4361-8e99-003d53f5754b","resolution":{"observed_at":"2026-08-08T14:44:44.231317Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.203408Z","title":", author Singh, A.K","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.203408Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:4070e4f66db9d45ec0e4eb90fefa4f2000d4194289bc8e125981321395d85ac9","observation_id":"bb1136dc-6757-42a7-af98-9768b11af551","resolution":{"observed_at":"2026-08-08T14:44:41.203408Z","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":"2026-08-08T14:44:41.207915Z","title":", author Hamad, Y.A.M","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.207915Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:9eef65df2180cd83f567e0b6000527f678f88029e49fd0bc688539fb15e36821","observation_id":"8e72adc1-0f78-4365-acb2-52e5f9cc1e77","resolution":{"observed_at":"2026-08-08T14:44:41.207915Z","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":"2026-08-08T14:44:41.212467Z","title":", author Claise, B","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.212467Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:6799d2afe30f8cb8ac103566587f75687a0b42fe248829bcd36c6c295ed36145","observation_id":"d8c5d747-912e-4c0e-9e9f-80f5db055ee3","resolution":{"observed_at":"2026-08-08T14:44:41.212467Z","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":"10.1016/j.comcom.2021.09.007","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Abdullah, S","venue":"Computer Communications","work_id":"f9529e93-1bf4-4e76-8a09-19acd41a47ef","year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.217140Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:a5f36b090c221e5e750d4655b0b6edd7afc78caaeb9e78c224792fd889df4128","observation_id":"0329489f-0458-4037-a73b-896aed514fb4","resolution":{"observed_at":"2026-08-08T14:44:44.200396Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.221217Z","title":", author Sitnikova, E","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.221217Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:48473a5b0ffbf2c656887f30bbe54eaa02f037d24fb3e029f90e79d9cef63d54","observation_id":"a9e1559f-db58-434d-b4c9-12c27202b468","resolution":{"observed_at":"2026-08-08T14:44:41.221217Z","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":"2026-08-08T14:44:41.225145Z","title":", author Axon, L","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.225145Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:a67c78695ab09686d00f0e88ba8a95c164fe8895f7150be32064cc74822a167a","observation_id":"9c53ac7f-f9d0-4e11-a166-c749da0be063","resolution":{"observed_at":"2026-08-08T14:44:41.225145Z","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":"2026-08-08T14:44:41.229013Z","title":", author Traoré, I","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.229013Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:d38e09f9f1dd5d085108ee11787fe30c293987e52bd90f93cdabcbcf356bbcc1","observation_id":"caa422bc-036e-4455-b4a2-362b3c8401de","resolution":{"observed_at":"2026-08-08T14:44:41.229013Z","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":"10.1007/978-3-319-69155-8_1","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Traore, I","venue":"Lecture notes in computer science","work_id":"eea52c0d-d0fb-4490-b8d6-03901aab6c09","year":2017},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.233166Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:05a091aa5694bcafa5c7ace60006f7654ceba89d35068cb90e767a853e08ef55","observation_id":"7f5543a1-e69c-43d7-8622-613cf45c3274","resolution":{"observed_at":"2026-08-08T14:44:44.185695Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.237502Z","title":", author Al-Naymat, G","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.237502Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:c4e84d61684460b6ddf320df881240cb9177b3e6870cfcc01306ca04fdc3331f","observation_id":"1f74ee13-b516-47e7-934a-e3eeaa225252","resolution":{"observed_at":"2026-08-08T14:44:41.237502Z","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":"2026-08-08T14:44:41.241812Z","title":", author Moustafa, N","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.241812Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:4cd36462914ca505002de8f7f2a531fa44798dc6c8632c63e136a4f2d70ff1fc","observation_id":"876b412a-e992-4333-8f78-39f2286ad469","resolution":{"observed_at":"2026-08-08T14:44:41.241812Z","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":"2026-08-08T14:44:41.246117Z","title":", author Dinesh, D","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.246117Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:3adf458635327628f8499118631b890508eee22306f3ddd789e0058a44642a1f","observation_id":"601b472f-bd9d-4d41-8950-f76db965d153","resolution":{"observed_at":"2026-08-08T14:44:41.246117Z","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":"2026-08-08T14:44:41.250195Z","title":", author Pekar, A","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.250195Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:0c30989be32818ced29e37e05378b0192ffe907dde09136cb765249860765a7d","observation_id":"85ef982c-51de-4db9-9d03-3eea6cfdca0f","resolution":{"observed_at":"2026-08-08T14:44:41.250195Z","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":"2026-08-08T14:44:41.254491Z","title":", author Laskov, P","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.254491Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:16cf29fbd166fe5f44326e4a8d84a8867e777caa4710f19cea9986cc2ea1af83","observation_id":"83921bac-cb1e-4ef8-acd1-e3a858e6adda","resolution":{"observed_at":"2026-08-08T14:44:41.254491Z","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":"2026-08-08T14:44:41.262981Z","title":", author Laskov, P","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.262981Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:225ee631ffc3c6de3252209dce7a2422e4df4f22c39e64e219c3d4820429ca9d","observation_id":"fa72710f-768a-4802-aa97-987af2db3c18","resolution":{"observed_at":"2026-08-08T14:44:41.262981Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2003.12406","last_updated":"2020-03-27T13:17:45Z","snapshot_observed_at":"2026-08-06T01:24:14.753807Z","submitted_at":"2020-03-27T13:17:45Z","title":"Learning Implicit Surface Light Fields","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2003.12406","snapshot_observed_at":"2026-08-08T14:44:41.267224Z","title":", author Hong, B","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.267224Z"},"links":{"cited_paper":"/paper/2003.12406","citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:91ff1bd8676727e4af2fb369102d31771a294c75dadc5c9a2afa5249f142e3f6","observation_id":"b43cdcc9-d0c3-40e9-b0ca-ba0ec062fc9a","resolution":{"observed_at":"2026-08-08T14:44:41.267224Z","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":"2026-08-08T14:44:41.271996Z","title":", author Quiring, E","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.271996Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:567a08da7230482da0ce46e98784af97631e633bc68aa9cc97da728066cbb78f","observation_id":"dba92fac-2bc4-45e9-80d5-b4eab3478d6f","resolution":{"observed_at":"2026-08-08T14:44:41.271996Z","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":"2026-08-08T14:44:41.276413Z","title":", year 1999","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.276413Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:a6d7cf8ef4a1b818198f7c25a01533559eb3212d4a9c2dd77185f9437a728382","observation_id":"54835ca7-380e-40df-a040-618b95b8a6ba","resolution":{"observed_at":"2026-08-08T14:44:41.276413Z","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":"10.1186/s40537-020-00390-x","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Li, K","venue":"Journal Of Big Data","work_id":"24ba3385-320c-41ba-8b67-19cbe8c3c504","year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.284841Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:628c689588bceb150aa230e9fe304277ba078d1cb7498e7edcb3da6718c8fa65","observation_id":"6c9e373e-8225-4c77-a34a-63914d43d2ee","resolution":{"observed_at":"2026-08-08T14:44:44.162955Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.288912Z","title":", author Mink, D","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.288912Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:959187f62096b831811882e9d407f168088857b23c6cc491a36f3adb646440f3","observation_id":"7998eb9f-e284-4ee1-a273-bec6b4b1d94e","resolution":{"observed_at":"2026-08-08T14:44:41.288912Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2004.13006","last_updated":"2020-04-25T01:12:17Z","snapshot_observed_at":"2026-08-10T10:11:56.022661Z","submitted_at":"2020-04-25T01:12:17Z","title":"NetML: A Challenge for Network Traffic Analytics","version":1},"cited_work":{"arxiv_id":"2004.13006","doi":"10.48550/arxiv.2004.13006","metadata_source":"pith","pith_arxiv_id":"2004.13006","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"NetML: A Challenge for Network Traffic Analytics","venue":"cs.CR","work_id":"debe02ed-2844-409c-ad02-afb96f23320c","year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.293278Z"},"links":{"cited_paper":"/paper/2004.13006","citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:cd3ee0b6b335722aef3774a93d78e51c16c0e55d56b7f704ca483d225a849174","observation_id":"0afc1f50-f293-47b7-a3bd-77765f33f44f","resolution":{"observed_at":"2026-08-08T14:44:44.140617Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.297999Z","title":", author Hofer, T","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.297999Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:52364c1f433b0a4c80c7aef41ca0bec5777faaa488e75b4a5571c8559301289c","observation_id":"a9c3c403-47d3-4fde-a01c-715e44845313","resolution":{"observed_at":"2026-08-08T14:44:41.297999Z","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":"2026-08-08T14:44:41.302370Z","title":", author Jaume, M","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.302370Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:7dfe50dd43b5d8db34eba05a67a9b48310890949f1e7a5d9d9ffc07113f173b2","observation_id":"904778b2-e277-4a6e-a616-b3707f0bef6d","resolution":{"observed_at":"2026-08-08T14:44:41.302370Z","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":"2026-08-08T14:44:41.306596Z","title":", author da Costa, V.G.T","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.306596Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:1f724001790b94d277bb2d540c2186083740e7470143f6474324979d8ce630fa","observation_id":"68795058-ac4b-4349-bb68-c307ba5ddf09","resolution":{"observed_at":"2026-08-08T14:44:41.306596Z","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":"2026-08-08T14:44:41.311024Z","title":", author Hadian Jazi, H","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.311024Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:34fc17e27598c55531e728f05dfdf4a0398d090fcb39183e15e31a50b39bd6fc","observation_id":"5e730809-6d6b-40c8-9da3-99364fa1333b","resolution":{"observed_at":"2026-08-08T14:44:41.311024Z","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":"10.1186/s13174-018-0087-2","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Salahuddin, M.A","venue":"Journal of Internet Services and Applications","work_id":"85d7501c-9ccc-4ea2-9f96-0de51ccb1235","year":2018},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.314751Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:e784f71ca9c99731259ad89327f91d99d66e41e4ad124ad9a524d844cc257ba3","observation_id":"6a88b253-02bc-434c-b1b9-13c3f8ffc0a4","resolution":{"observed_at":"2026-08-08T14:44:44.121444Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.318533Z","title":", author Hallaq, B","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.318533Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:7886b60be02fae1f0e7ad078408efde7e3cf75b2ff7f6279ae04cafdb53f26f2","observation_id":"359a4a61-7633-4449-94a4-75878c893fe5","resolution":{"observed_at":"2026-08-08T14:44:41.318533Z","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":"2026-08-08T14:44:41.322156Z","title":", author Wagner, A","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.322156Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:78c9e624cb375965ec48e5433888d736e223ad8b0c212b831fb8fc05a285d4f0","observation_id":"b1d59d51-8190-4a2e-a4ae-4e912e6ea284","resolution":{"observed_at":"2026-08-08T14:44:41.322156Z","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":"2026-08-08T14:44:41.325775Z","title":", author Guven, E","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.325775Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:ded7927ce89c71634513bcd86f0eca4bd3ce607944b2e34cd88fcfd768bcb617","observation_id":"c73770b8-b7a8-40f2-b1dd-bf8c5ed443a3","resolution":{"observed_at":"2026-08-08T14:44:41.325775Z","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":"2026-08-08T14:44:41.329501Z","title":"DDoS Attack 2007","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.329501Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:fb7908437eb5cf2ea118da3bfe03e32d785aa542909d2ac2133cc2f962717ef1","observation_id":"7cfba649-fed5-453f-82d7-1daf6eccfa5f","resolution":{"observed_at":"2026-08-08T14:44:41.329501Z","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":"10.21986/caida.data.anonymized-internet-traces","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"title Anonymized Internet Traces April 2008 - January 2019","venue":"UC San Diego","work_id":"0cac663d-3dde-419d-b405-00f7d1d240bc","year":2018},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.333115Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:4ad8bd96ad58317685d78bc3834bb2ff6da088f51961c3220ec1e106835ed736","observation_id":"d5b6baf2-82d4-4a59-8066-8eee33488cb6","resolution":{"observed_at":"2026-08-08T14:44:44.097116Z","resolver_source":"doi_truncated","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.337112Z","title":", author Del Vecchio, A","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.337112Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:8e9c65e7502c5a2a3fcfb63479e1baa3fee8cae2341cdc2cfdfa38e47533710c","observation_id":"2c4fb5e2-841f-4776-a839-5df8ae90ce21","resolution":{"observed_at":"2026-08-08T14:44:41.337112Z","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":"2026-08-08T14:44:41.341297Z","title":", author Pecchia, A","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.341297Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:cbc870ab34f3035180c71d774d8908a37cc9ce91dd9025e90cb009c6cff9578a","observation_id":"b9fb079f-841f-4066-8771-f4a922529000","resolution":{"observed_at":"2026-08-08T14:44:41.341297Z","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":"2026-08-08T14:44:41.345211Z","title":", author Pecchia, A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.345211Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:2cd86a55e1c85640b1d146c76cb7ec0a850a4975fa5f7ca1806cea47b2369d22","observation_id":"2f9596da-ed54-4be6-b893-62092e1bf5e0","resolution":{"observed_at":"2026-08-08T14:44:41.345211Z","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":"2026-08-08T14:44:41.349213Z","title":", year 2007","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.349213Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:cb2ae7ddf28db6fe5844825e0ed3c0a50e996140eedbd8cfe801c94e70756e6e","observation_id":"3025b422-eee1-4ca2-98ff-7933943d73d6","resolution":{"observed_at":"2026-08-08T14:44:41.349213Z","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":"2026-08-08T14:44:41.353443Z","title":", author Du, P","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.353443Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:268ea7cd02b5c3619370b9025e094903cb53224c0ad32ebc98859fe82ea855c7","observation_id":"5b0eaabf-a8c6-4926-ace5-fd34dad0b1e7","resolution":{"observed_at":"2026-08-08T14:44:41.353443Z","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":"2026-08-08T14:44:41.357338Z","title":", author Kambourakis, G","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.357338Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:1295e5ca3c1e48abe1f9d52918fb9477d2290a7278af687a054826ae34ff65e8","observation_id":"92be4a1b-866d-4e67-96da-21dd96c339ca","resolution":{"observed_at":"2026-08-08T14:44:41.357338Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2009.07352","last_updated":"2020-09-15T21:12:07Z","snapshot_observed_at":"2026-08-10T08:06:39.232555Z","submitted_at":"2020-09-15T21:12:07Z","title":"Data-Driven Network Intrusion Detection: A Taxonomy of Challenges and Methods","version":1},"cited_work":{"arxiv_id":"2009.07352","doi":"10.48550/arxiv.2009.07352","metadata_source":"pith","pith_arxiv_id":"2009.07352","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Data-Driven Network Intrusion Detection: A Taxonomy of Challenges and Methods","venue":"cs.CR","work_id":"a4e9823b-c8b5-4712-a2f6-b937666eb793","year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.361449Z"},"links":{"cited_paper":"/paper/2009.07352","citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:b916ceecd0c99c6bdef592a4cec8ec5a2e91f6a0bfa27c9afc9c36e0d07318ff","observation_id":"a6a6ce51-a579-4084-bdc5-f7f74648d1b4","resolution":{"observed_at":"2026-08-08T14:44:44.072189Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2006.16359","last_updated":"2020-07-28T19:57:48Z","snapshot_observed_at":"2026-07-06T09:33:50.133351Z","submitted_at":"2020-06-29T20:22:25Z","title":"The Sperner property for $132$-avoiding intervals in the weak order","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2006.16359","snapshot_observed_at":"2026-08-08T14:44:41.366023Z","title":", author Chawla, N.V","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.366023Z"},"links":{"cited_paper":"/paper/2006.16359","citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:f0c3993f5e99c79e79537c1b0bcabf4aae67b7f3d6876688a9df59ceb8fd7687","observation_id":"bf94207e-68ef-4ccb-a6d2-f5fb1cc1169b","resolution":{"observed_at":"2026-08-08T14:44:41.366023Z","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":"2026-08-08T14:44:41.369976Z","title":", year 2004","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.369976Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:559cfe8fa41d3f5494f5055a5222f48552cb8540a07e007026e65c329215452d","observation_id":"a846672e-e5ae-4876-809c-725ddfe87d19","resolution":{"observed_at":"2026-08-08T14:44:41.369976Z","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":"2026-08-08T14:44:41.374136Z","title":", author Donadel, D","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.374136Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:e75fbd6eedcac6378d302fdd35e981bcf99e8df101056bf0c448c20ff687a215","observation_id":"30e7441f-9464-4fd9-9586-196dc131bd56","resolution":{"observed_at":"2026-08-08T14:44:41.374136Z","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":"10.1145/3424155","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Vasilomanolakis, E","venue":"TUbilio (Technical University of Darmstadt)","work_id":"36fb0249-5003-4430-a8ca-c745955a086d","year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.378154Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:e433c6514e80ed6a4e1cf71af56da812d212910b77d8e364a9dfa4f914c2837c","observation_id":"5f14f925-baa0-4d4f-a60a-2de5b384103a","resolution":{"observed_at":"2026-08-08T14:44:43.942551Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1109/catch.2009.27","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Monrose, F","venue":null,"work_id":"5cf4071c-501a-41a0-9de1-a38040e4f0f6","year":2009},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.382457Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:b2e43be0cabb81a10ab1feb3a223c7e49f143d0fb88513d40b09f73cfb18660e","observation_id":"85bccbff-0c30-488e-b975-5b0e626d942c","resolution":{"observed_at":"2026-08-08T14:44:43.815745Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.386641Z","title":", author Hu, J","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.386641Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:6a3ea1cd6facc8583899cd1119953886cd2d981f943bf190a1b428a70ca7f739","observation_id":"1dbdac2c-93c4-4653-91cd-9e6aabb9be79","resolution":{"observed_at":"2026-08-08T14:44:41.386641Z","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":"10.1109/35.620533","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Widjaja, I","venue":"IEEE Communications Magazine","work_id":"2cd2d33c-aae9-4505-9992-7523b7e702a5","year":1997},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.390758Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:c5f571a93c4e8d0ba96fedd90797d615488432f0e75a59792c400425dd8946f5","observation_id":"cc3f8c27-beb5-430f-a1cb-1b09dc7dd782","resolution":{"observed_at":"2026-08-08T14:44:43.735824Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.395150Z","title":"title Cyberforce scenario data collection","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.395150Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:1f41180c345c2167204e509217f6a2a29875b5334aba7538f67a127e39aacb0f","observation_id":"9fdd5257-4055-4db0-ab01-5898b48e0675","resolution":{"observed_at":"2026-08-08T14:44:41.395150Z","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":"2026-08-08T14:44:41.399411Z","title":", author Mahdikhani, H","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.399411Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:399c9cf218f9faff025ab7e34ce8d7a0d002a8043d0c708c2de9fa4d7edce260","observation_id":"de58ffd4-cc1a-4eba-af87-c72cf9f2cfe4","resolution":{"observed_at":"2026-08-08T14:44:41.399411Z","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":"10.3390/electronics9050800","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Venckauskas, A","venue":"Electronics","work_id":"a612ac87-18f1-4740-a6f7-dd9a58abd11a","year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.403548Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:88aa078a1ed366f0ddf52b7aa7f160116dc503eb860ec85212ac82803019aa99","observation_id":"bfa0d6d6-c682-4b24-b3ff-04dd47198e50","resolution":{"observed_at":"2026-08-08T14:44:43.721412Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.408116Z","title":", author Hamdan, O.A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.408116Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:8386dbc3a76cea44a9e16ddf818762ad24109704d20d4ac9e25ee2fc6a14f5ed","observation_id":"52d3b3d4-0933-41f4-8dda-fbc06775bd3a","resolution":{"observed_at":"2026-08-08T14:44:41.408116Z","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":"2026-08-08T14:44:41.412233Z","title":", author Cao, Y","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.412233Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:d1bfbaaf645c63c2ca6314d4bdfc63ec89e23202bda880a4bdb90bf55bb5efec","observation_id":"db3ad056-dd3d-4d0f-a634-d6f9f6e25a07","resolution":{"observed_at":"2026-08-08T14:44:41.412233Z","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":"2026-08-08T14:44:41.416280Z","title":", author Moghadam, M.H","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.416280Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:e95bc474c85e4a59f271f60bbb901040846c5dfa8b89c801f7b540392693c0e3","observation_id":"11e637f5-f632-4620-9252-8c6e98eb64e6","resolution":{"observed_at":"2026-08-08T14:44:41.416280Z","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":"2026-08-08T14:44:41.420279Z","title":", author Green, B","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.420279Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:28ebe2c63f71483e130c3fc5d07a1a8cb70063c31558d652f69b01585b3b06c3","observation_id":"a566a43d-a832-4932-b032-dfe15adb5adc","resolution":{"observed_at":"2026-08-08T14:44:41.420279Z","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":"2026-08-08T14:44:41.424226Z","title":", year 1989","venue":null,"work_id":null,"year":1989},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.424226Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:a5f938d6f93425723fa30fad2215893f0b004980415eafcb2d121f52d9458ee9","observation_id":"d2407843-27fe-4a77-ac8a-6f04d2b33574","resolution":{"observed_at":"2026-08-08T14:44:41.424226Z","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":"2026-08-08T14:44:41.428469Z","title":", author Sabri Kırca , Y","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.428469Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:47c676e8f74a409212851c8b09d9c3fc343a7517ccb1f32928f99856e71d2b29","observation_id":"6c1516e1-845c-4922-810e-894d18758d0b","resolution":{"observed_at":"2026-08-08T14:44:41.428469Z","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":"2026-08-08T14:44:41.432696Z","title":", author Verkerken, M","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.432696Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:955f77917f212753d49c816ff177b1bbd736bd56822a5f90cee18f6f217b87cf","observation_id":"e4e391a6-9bba-4d0f-85a9-df772b357221","resolution":{"observed_at":"2026-08-08T14:44:41.432696Z","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":"2026-08-08T14:44:41.436908Z","title":", author Galatro, G","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.436908Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:dd28e780cc404024a507ccf5a23e9be193cafecc7c9a997ca72176d516130f49","observation_id":"00030c22-3eb3-472a-bdee-c66cb09b1ecd","resolution":{"observed_at":"2026-08-08T14:44:41.436908Z","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":"2026-08-08T14:44:41.441353Z","title":", year 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.441353Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:3ab39112d92ff6d34d818fbacab0d19bd7f5a7339841bdf1f27e52f6f188ecbf","observation_id":"32d7dfb6-2011-4d0f-93e8-107c3f45fc6f","resolution":{"observed_at":"2026-08-08T14:44:41.441353Z","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":"2026-08-08T14:44:41.445665Z","title":", author Krishnapuram, B","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.445665Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:1f5fc35508f17db499269cefa3e2b22d8385abdcc908f25c34e531b39a6a78da","observation_id":"eccd8039-98d4-4839-92d9-48ae230a2f7d","resolution":{"observed_at":"2026-08-08T14:44:41.445665Z","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":"10.5220/0011853300003482","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Verkerken, M","venue":null,"work_id":"887b4d89-7033-48c6-b339-17bdabbdadc1","year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.449917Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:a51acb2377c87b7c7b5d6664ec19e44e598e58203cc09a6badd929be327f684f","observation_id":"a0debfbf-1f49-4f3f-b715-6ca5c89c6b7b","resolution":{"observed_at":"2026-08-08T14:44:43.706836Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.454117Z","title":", author Le-Khac, N.A","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.454117Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:c3f2e7259a315798431b9206434d842089416a9f40a6900b66726540f3a964b7","observation_id":"f28bcca4-9bc4-43a5-9d67-1762d9a43a9e","resolution":{"observed_at":"2026-08-08T14:44:41.454117Z","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":"2026-08-08T14:44:41.458657Z","title":", author Flood, R","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.458657Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:664ea19ba10abbad31e4013116b609b3d52aca86484ab13eb48db6f2be4978d8","observation_id":"80fcb98d-456a-42f3-a8cd-f011744a8256","resolution":{"observed_at":"2026-08-08T14:44:41.458657Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-08T14:44:41.462849Z","title":", author Rimmer, V","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.462849Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:d1219ff1a17aef99f82983dc15f63b0b25af78264721a79c1d64973aad859947","observation_id":"ed8785f8-9276-4188-9c7f-15465722ab07","resolution":{"observed_at":"2026-08-08T14:44:41.462849Z","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":"2026-08-08T14:44:41.467004Z","title":", author Anar m, E","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.467004Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:4f5e4de2041a6efc892a2a81bf9443f510bac1c788ec6c36e1e435e8e6de50f5","observation_id":"02642b0e-969c-4882-927b-23fbf704692c","resolution":{"observed_at":"2026-08-08T14:44:41.467004Z","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":"2026-08-08T14:44:41.471429Z","title":"title Cybercrime to cost the world \\ 9.5 trillion usd annually in 2024","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.471429Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:0aa79a865e28391e1ec6177fbc89e5a80e914138f34b2cc114b17ad72918b314","observation_id":"ecc72c89-f417-4069-b737-4c6b2ad7211b","resolution":{"observed_at":"2026-08-08T14:44:41.471429Z","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":"2026-08-08T14:44:41.475735Z","title":", author Friha, O","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.475735Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:5bcdd8d745374b37658aa5aea5f583cd5b3a8c70e6824458afda4408060f2ee0","observation_id":"110b7534-52fa-4ba7-b651-3a291e61886d","resolution":{"observed_at":"2026-08-08T14:44:41.475735Z","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":"2026-08-08T14:44:41.480065Z","title":", author Maglaras, L","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.480065Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:ac0182c059f31d298e615015eb3be6462fd8b2de89bff8d8e04cd1137eaa6b91","observation_id":"c105f275-3e39-44cc-9ce5-0bf873a2dc00","resolution":{"observed_at":"2026-08-08T14:44:41.480065Z","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":"10.5281/zenodo.6463389","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Thamrin, A.H","venue":"Zenodo (CERN European Organization for Nuclear Research)","work_id":"8a18c0cc-48ff-4961-8f0f-746dc82f72f4","year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.484357Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:9e6b181bee1331aabf922f50db550a4e02e331a9a5fe125b3b922aa875db64b7","observation_id":"4f461587-09e0-4789-b5a4-25cb9dfb349d","resolution":{"observed_at":"2026-08-08T14:44:43.684233Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.489265Z","title":", author Richter, C","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.489265Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:a92e9963f265d38f048029dd24e0eefa35f81ecad6a027c51675e112dcbe5564","observation_id":"c99636d4-1ee7-4aec-970a-741fd2698edb","resolution":{"observed_at":"2026-08-08T14:44:41.489265Z","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":"2026-08-08T14:44:41.493458Z","title":", author Engelen, G","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.493458Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:dc069897bbdd7769edba9e92a0110e776ad888c50ee28a3b34716d898da7d61f","observation_id":"8ffd3c47-e4dd-48b1-85c9-03b24a4ec204","resolution":{"observed_at":"2026-08-08T14:44:41.493458Z","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":"2026-08-08T14:44:41.497537Z","title":", author Borgnat, P","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":74,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.497537Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:b3d14e9d4ce7c2198aafd184bfe906b4a323a0e8fe2823352c66d3d543162a72","observation_id":"bc1cf1c4-0c51-440d-8862-fa407c172044","resolution":{"observed_at":"2026-08-08T14:44:41.497537Z","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":"2026-08-08T14:44:41.501494Z","title":", author Li, Q","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":75,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.501494Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:b326db29c1973a5cec860fbf0849e7320cec1448c9064408d198caec177a07c9","observation_id":"cd0d718c-0927-426a-8e47-ca95f33d09c4","resolution":{"observed_at":"2026-08-08T14:44:41.501494Z","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":"2026-08-08T14:44:41.505810Z","title":", author Luengo, J","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":76,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.505810Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:17f8ac8f929bfbb75162b078e3157623625f37d09a80a4cb9d30d3546ffed6eb","observation_id":"1d7a5e3e-7894-449e-bbec-a40c518a78c7","resolution":{"observed_at":"2026-08-08T14:44:41.505810Z","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":"2026-08-08T14:44:41.510869Z","title":", author Parmisano, A","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.510869Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:a31adba20a12a2b7b586049b6a3667bf7e3e4f39460850916c39e86ca009f50d","observation_id":"b674ff62-0a80-4a2c-a67c-3b9917f3af5c","resolution":{"observed_at":"2026-08-08T14:44:41.510869Z","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":"2026-08-08T14:44:41.515456Z","title":", author Grill, M","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":78,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.515456Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:fa31a72766fb719a1eb8b33988de889ea5d2cc58846941e4f843a106ae7eb0bc","observation_id":"3a7fd360-46f5-42e9-9ddd-c7bd91e724ca","resolution":{"observed_at":"2026-08-08T14:44:41.515456Z","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":"2026-08-08T14:44:41.519985Z","title":", author Jacobsen, J.H","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.519985Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:a52668afe0daba24601c003916df520360af041528ad8dcab4abc27f154cc587","observation_id":"1aa66d65-cc40-435e-bc0a-431e61368eea","resolution":{"observed_at":"2026-08-08T14:44:41.519985Z","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":"2026-08-08T14:44:41.524483Z","title":", author Sharafaldin, I","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":80,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.524483Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:b422822f81cf3948a2ce68adbf72a360f43eadda9a13f30b0ed694e4cb22e877","observation_id":"0a39b34f-6611-472d-8c61-94f7373fa502","resolution":{"observed_at":"2026-08-08T14:44:41.524483Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.15320","last_updated":"2024-05-24T11:25:49Z","snapshot_observed_at":"2026-08-08T22:18:21.413093Z","submitted_at":"2024-04-04T10:09:28Z","title":"Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning","version":2},"cited_work":{"arxiv_id":"2404.15320","doi":"10.48550/arxiv.2404.15320","metadata_source":"pith","pith_arxiv_id":"2404.15320","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning","venue":"cs.DL","work_id":"5dbb7e72-aa0b-4e9a-a73a-0c735f68fe02","year":2024},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":81,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.528516Z"},"links":{"cited_paper":"/paper/2404.15320","citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:098827e2479a197945ab37afe48ccefc236b3cac9ad4e26627d8186fe7659353","observation_id":"ffdf5f3b-f6ac-4a16-b1f0-d551228152cb","resolution":{"observed_at":"2026-08-08T14:44:43.625413Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.533023Z","title":", author Ku c era, J","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.533023Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:004de97f22dc91e4c4e67346d0f7059ec4e4868dafce1d7050ca1891acad2526","observation_id":"a3f77d93-180f-4b96-9657-b247e607fa1c","resolution":{"observed_at":"2026-08-08T14:44:41.533023Z","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":"2026-08-08T14:44:41.536992Z","title":", author Catania, C","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":83,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.536992Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:641460146c10706caf14dfb88857940b35d30e3a0e8369d7ca6927c1da8ffe1e","observation_id":"ba8c1465-551b-4c7e-ba91-7451e5f07eca","resolution":{"observed_at":"2026-08-08T14:44:41.536992Z","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":"10.5220/0009187802070218","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Medina-Galindo, J","venue":null,"work_id":"0d8a567b-3a98-4ac6-82b8-13f6b81bddab","year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.540771Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:85e66c56313ddf06aed31298c77d686c6e96904c186337045316848b2214709d","observation_id":"529627af-e496-44c2-ba63-96bd0ef39834","resolution":{"observed_at":"2026-08-08T14:44:43.605148Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.545116Z","title":", author Yıldırım, T","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.545116Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:c00322ba52223122700c769dfd88bca1680826e260df937046bc8b6052b7408e","observation_id":"e9141da3-279d-4247-a01d-7a20715799ee","resolution":{"observed_at":"2026-08-08T14:44:41.545116Z","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":"2026-08-08T14:44:41.549127Z","title":", author Arlitt, M","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":86,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.549127Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:16ab178ae54b1b067118c7b6ab9e9c30f8b7a2a65eeb88463eb9622cc9ff76b7","observation_id":"081485d5-d1a0-4938-a794-599252769d75","resolution":{"observed_at":"2026-08-08T14:44:41.549127Z","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":"10.1016/j.jnca.2017.03.018","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Hu, J","venue":"Journal of Network and Computer Applications","work_id":"cbe41be1-bc84-4a22-b9c3-1c3ef87280b4","year":2017},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":87,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.553024Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:0083d5fe6c3b3aef7345211beb709c3cd79809ccf6abe7c63b1c86d95d0c0c1c","observation_id":"ecb3d0f9-ee04-455d-951b-fd0a0a2b9a21","resolution":{"observed_at":"2026-08-08T14:44:43.589634Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.556991Z","title":", author Rossey, L","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":88,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.556991Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:af88ff57f4d46e58817f03d606eb4bf22bb055c64c39f5763e1ad25d689646e8","observation_id":"5c288f46-1d4c-4f62-a98e-1c3d84b4f244","resolution":{"observed_at":"2026-08-08T14:44:41.556991Z","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":"2026-08-08T14:44:41.560775Z","title":", author Kim, D.D","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":89,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.560775Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:f18ed48bdf5343207611b2ac221a568c99c1fa642e47921f9c4b456f67306c61","observation_id":"c9f8ed3e-46a6-4eec-a88a-cbcf74c37099","resolution":{"observed_at":"2026-08-08T14:44:41.560775Z","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":"2026-08-08T14:44:41.564803Z","title":", author Lunardi, W.T","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":90,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.564803Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:bb9abf3e9ed1fb2bd171cc416676fedd4cad207da3ee211cdede4e4cf8e40bbb","observation_id":"a9cd4a6b-e2ae-47bd-80b9-408f3d6ecbdc","resolution":{"observed_at":"2026-08-08T14:44:41.564803Z","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":"2026-08-08T14:44:41.568875Z","title":", author Brosset, D","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":91,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.568875Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:d3d792097997318b156254b90148c8a76b25fcfcbe043302c799dc86e042eb31","observation_id":"695f4c98-fba6-49c1-886c-f0cc016ea0f2","resolution":{"observed_at":"2026-08-08T14:44:41.568875Z","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":"2026-08-08T14:44:41.572800Z","title":", author Hendriks, L","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":92,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.572800Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:f92a4e4c78bf1ad72af643c2e7b64b01d7f62f3c4121ebda154e58f1a040e062","observation_id":"45534eb0-8437-477d-945e-341f5058bf5a","resolution":{"observed_at":"2026-08-08T14:44:41.572800Z","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":"2026-08-08T14:44:41.577029Z","title":"title The hogzilla dataset","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":93,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.577029Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:51b763016c9921a2e354388c0ad3145a10979b02dc475e24176332f039fa6f55","observation_id":"88a6ba59-3c02-4506-9ca7-c26bb04c408b","resolution":{"observed_at":"2026-08-08T14:44:41.577029Z","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":"2026-08-08T14:44:41.581176Z","title":", author Malinka, K","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":94,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.581176Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:b123a4541f9494e1cbc0bb4c8b328fc4c7c34094e5beda5bcbc0eca879f4a531","observation_id":"9d971d40-348b-46da-be95-3eec1aed2282","resolution":{"observed_at":"2026-08-08T14:44:41.581176Z","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":"2026-08-08T14:44:41.585238Z","title":", author Wang, L","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":95,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.585238Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:5bfec19bf63e236a309e0b3a6bbc18156d0f4f228c29bd38874a10d8141a9909","observation_id":"0373e79a-a197-4f08-a945-de3652f0f84f","resolution":{"observed_at":"2026-08-08T14:44:41.585238Z","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":"2026-08-08T14:44:41.589318Z","title":", author Cloppert, M.J","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":96,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.589318Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:30beadbc49adc517674a020a666d1ed7f831ca9d698913770064bdc14bd95f04","observation_id":"e5f79345-228a-4bb5-9606-e4e896e157da","resolution":{"observed_at":"2026-08-08T14:44:41.589318Z","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":"2026-08-08T14:44:41.593359Z","title":"title Ieee standard for low-rate wireless networks","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":97,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.593359Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:a8784611b31aab1d421bd29306c92fc156b6121d664698ea08cde42cdf4ae65b","observation_id":"36f71262-30b4-49a2-9c0e-dd3dbec6562e","resolution":{"observed_at":"2026-08-08T14:44:41.593359Z","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":"2026-08-08T14:44:41.597275Z","title":", author Trammell, B","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":98,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.597275Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:03ccfeb5bdc4577e590a7c79ce0d8b193ddf17b92518e892d3242cc75d793cb7","observation_id":"f888122d-19d3-4a55-9b05-d29dc76e8526","resolution":{"observed_at":"2026-08-08T14:44:41.597275Z","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":"2026-08-08T14:44:41.601171Z","title":", author Beltiukov, R","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":99,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.601171Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:33a204bf4814258389503b19f6a115446f52a42ccb9ad01ba0eb0c94f55567b3","observation_id":"e641fdb6-384a-4f61-8a76-6a7ffbd81e7e","resolution":{"observed_at":"2026-08-08T14:44:41.601171Z","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":"10.1016/j.comnet.2017.03.018","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Gonzalez, H","venue":"Computer Networks","work_id":"09242c93-51e8-4404-af05-980e4cf04974","year":2017},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":100,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.604983Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:5ae64eb9bd7a650484e801353cd5c3bd5c059b2ca327bfc45f10bf01a158b1fc","observation_id":"21feceee-014c-4fda-a546-475998e2e522","resolution":{"observed_at":"2026-08-08T14:44:43.576017Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.21227/q70p-q449","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":", author Ahn, D.H","venue":"IEEE DataPort","work_id":"ce94cfcf-ebab-4bf6-a9d7-63ac51bb0ec7","year":2019},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":101,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.609267Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:0d4b926de580795239fd791b42d6df904a2196400520b725e2e7ad8dd368f652","observation_id":"2c8a28d3-a369-40ac-8756-ba2d50ef74e5","resolution":{"observed_at":"2026-08-08T14:44:43.562251Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T14:44:41.613263Z","title":", author Dadkhah, S","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations","version":3},"reference_index":102,"source":"arxiv_source","source_observed_at":"2026-08-08T14:44:41.613263Z"},"links":{"citing_paper":"/paper/2502.06688"},"observation_digest":"sha256:0d56591e4624890ebea8fdca41b74a3b85a0ff99be1501ee459578cd75c9a2a2","observation_id":"3bd2bb63-f9e6-4e8b-8f01-ba7217fbff25","resolution":{"observed_at":"2026-08-08T14:44:41.613263Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2502.06688","last_updated":"2025-05-22T09:22:23Z","latest_version":3,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-10T12:42:59.127395Z","submitted_at":"2025-02-10T17:14:37Z","title":"Network Intrusion Datasets: A Survey, Limitations, and Recommendations"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":2,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":79,"verified_exact":19,"verified_fuzzy":0},"total_outbound_references":236},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 100 of 236 outbound references and 2 inbound Pith citation observations for arXiv:2502.06688."}