{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:SLQN7ASMBXVPHOEOLOHZIN7KDW","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"6194c444ca861867148851e573638a4bd7b996855d226ac9fa7b886bc4f3f0bb","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-06-11T21:00:51Z","title_canon_sha256":"36d85a29fa4da03e4edd05826c13b638e2afa23d2230fc896945a056926c2be4"},"schema_version":"1.0","source":{"id":"2506.10175","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.10175","created_at":"2026-07-05T11:20:17Z"},{"alias_kind":"arxiv_version","alias_value":"2506.10175v1","created_at":"2026-07-05T11:20:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.10175","created_at":"2026-07-05T11:20:17Z"},{"alias_kind":"pith_short_12","alias_value":"SLQN7ASMBXVP","created_at":"2026-07-05T11:20:17Z"},{"alias_kind":"pith_short_16","alias_value":"SLQN7ASMBXVPHOEO","created_at":"2026-07-05T11:20:17Z"},{"alias_kind":"pith_short_8","alias_value":"SLQN7ASM","created_at":"2026-07-05T11:20:17Z"}],"graph_snapshots":[{"event_id":"sha256:29ff0431c9564151dbab82af4687d0e8aed96defc0c95fe209bb48e95a04ad90","target":"graph","created_at":"2026-07-05T11:20:17Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2506.10175/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Effective attribution of Advanced Persistent Threats (APTs) increasingly hinges on the ability to correlate behavioral patterns and reason over complex, varied threat intelligence artifacts. We present AURA (Attribution Using Retrieval-Augmented Agents), a multi-agent, knowledge-enhanced framework for automated and interpretable APT attribution. AURA ingests diverse threat data including Tactics, Techniques, and Procedures (TTPs), Indicators of Compromise (IoCs), malware details, adversarial tools, and temporal information, which are processed through a network of collaborative agents. These a","authors_text":"Nanda Rani, Sandeep Kumar Shukla","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-06-11T21:00:51Z","title":"AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.10175","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:797e1c7f51eb436dedea4948906cfd932a94ddb52c8a4fde4c56b0a63443acc8","target":"record","created_at":"2026-07-05T11:20:17Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"6194c444ca861867148851e573638a4bd7b996855d226ac9fa7b886bc4f3f0bb","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-06-11T21:00:51Z","title_canon_sha256":"36d85a29fa4da03e4edd05826c13b638e2afa23d2230fc896945a056926c2be4"},"schema_version":"1.0","source":{"id":"2506.10175","kind":"arxiv","version":1}},"canonical_sha256":"92e0df824c0deaf3b88e5b8f9437ea1d9adb63d8c6707b67f99827f8976ebb39","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"92e0df824c0deaf3b88e5b8f9437ea1d9adb63d8c6707b67f99827f8976ebb39","first_computed_at":"2026-07-05T11:20:17.755172Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:20:17.755172Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xCW3WvYi4eP+DVZ8nN7ePm/8UVpnMMEnQu49QvUd6LH32V76ibDY4K4/mvFHmK6Lel6RiMeF6aivNfXV1wLRDg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:20:17.755950Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.10175","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:797e1c7f51eb436dedea4948906cfd932a94ddb52c8a4fde4c56b0a63443acc8","sha256:29ff0431c9564151dbab82af4687d0e8aed96defc0c95fe209bb48e95a04ad90"],"state_sha256":"9c0c1624bc1c01d21c8442cc82d5b91df6237a15f3396e720717529f57f7bd91"}