{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:2VC7U7VTWNMHAF4OBH3MQXGPY3","short_pith_number":"pith:2VC7U7VT","schema_version":"1.0","canonical_sha256":"d545fa7eb3b35870178e09f6c85ccfc6ccd99e12fd9bd72484023c770c7b96ce","source":{"kind":"arxiv","id":"2502.02541","version":2},"attestation_state":"computed","paper":{"title":"Optimal Security Response to Network Intrusions in IT Systems","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":["cs.CR"],"primary_cat":"cs.GT","authors_text":"Kim Hammar","submitted_at":"2025-02-04T18:10:10Z","abstract_excerpt":"Cybersecurity is one of the most pressing technological challenges of our time and requires measures from all sectors of society. A key measure is automated security response, which enables automated mitigation and recovery from cyber attacks. Significant strides toward such automation have been made due to the development of rule-based response systems. However, these systems have a critical drawback: they depend on domain experts to configure the rules, a process that is both error-prone and inefficient. Framing security response as an optimal control problem shows promise in addressing this"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2502.02541","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.GT","submitted_at":"2025-02-04T18:10:10Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"873b30826d347f8e42256adeb530347af744f0fc1ac887c530b8bc4905120f43","abstract_canon_sha256":"bbd58c2bcfe1825a13b0a35913d1a5bdb2ca295f64e6a6bd1bd139c1f1e94c68"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:30:30.759283Z","signature_b64":"ywYCoyaCGMarODP9EcduBS5BIWhdRLz+O78ALaJZexcY9uN2sRXSfXIWeW+hfNVL4jnGqwQbfKROEpsBnPOaBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d545fa7eb3b35870178e09f6c85ccfc6ccd99e12fd9bd72484023c770c7b96ce","last_reissued_at":"2026-07-05T10:30:30.758746Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:30:30.758746Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Optimal Security Response to Network Intrusions in IT Systems","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":["cs.CR"],"primary_cat":"cs.GT","authors_text":"Kim Hammar","submitted_at":"2025-02-04T18:10:10Z","abstract_excerpt":"Cybersecurity is one of the most pressing technological challenges of our time and requires measures from all sectors of society. A key measure is automated security response, which enables automated mitigation and recovery from cyber attacks. Significant strides toward such automation have been made due to the development of rule-based response systems. However, these systems have a critical drawback: they depend on domain experts to configure the rules, a process that is both error-prone and inefficient. Framing security response as an optimal control problem shows promise in addressing this"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.02541","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2502.02541/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2502.02541","created_at":"2026-07-05T10:30:30.758809+00:00"},{"alias_kind":"arxiv_version","alias_value":"2502.02541v2","created_at":"2026-07-05T10:30:30.758809+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.02541","created_at":"2026-07-05T10:30:30.758809+00:00"},{"alias_kind":"pith_short_12","alias_value":"2VC7U7VTWNMH","created_at":"2026-07-05T10:30:30.758809+00:00"},{"alias_kind":"pith_short_16","alias_value":"2VC7U7VTWNMHAF4O","created_at":"2026-07-05T10:30:30.758809+00:00"},{"alias_kind":"pith_short_8","alias_value":"2VC7U7VT","created_at":"2026-07-05T10:30:30.758809+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/2VC7U7VTWNMHAF4OBH3MQXGPY3","json":"https://pith.science/pith/2VC7U7VTWNMHAF4OBH3MQXGPY3.json","graph_json":"https://pith.science/api/pith-number/2VC7U7VTWNMHAF4OBH3MQXGPY3/graph.json","events_json":"https://pith.science/api/pith-number/2VC7U7VTWNMHAF4OBH3MQXGPY3/events.json","paper":"https://pith.science/paper/2VC7U7VT"},"agent_actions":{"view_html":"https://pith.science/pith/2VC7U7VTWNMHAF4OBH3MQXGPY3","download_json":"https://pith.science/pith/2VC7U7VTWNMHAF4OBH3MQXGPY3.json","view_paper":"https://pith.science/paper/2VC7U7VT","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2502.02541&json=true","fetch_graph":"https://pith.science/api/pith-number/2VC7U7VTWNMHAF4OBH3MQXGPY3/graph.json","fetch_events":"https://pith.science/api/pith-number/2VC7U7VTWNMHAF4OBH3MQXGPY3/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/2VC7U7VTWNMHAF4OBH3MQXGPY3/action/timestamp_anchor","attest_storage":"https://pith.science/pith/2VC7U7VTWNMHAF4OBH3MQXGPY3/action/storage_attestation","attest_author":"https://pith.science/pith/2VC7U7VTWNMHAF4OBH3MQXGPY3/action/author_attestation","sign_citation":"https://pith.science/pith/2VC7U7VTWNMHAF4OBH3MQXGPY3/action/citation_signature","submit_replication":"https://pith.science/pith/2VC7U7VTWNMHAF4OBH3MQXGPY3/action/replication_record"}},"created_at":"2026-07-05T10:30:30.758809+00:00","updated_at":"2026-07-05T10:30:30.758809+00:00"}