{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:7CCAY3NOYLFEAGM3P3OL4VQ7WN","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":"26eac0f3d23923bb722956f844957941376a17519aedf8a672d91aee01b9208f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-09-15T15:41:59Z","title_canon_sha256":"da52509b52275ad49e166055953d185d37fe7c973538962062c118195f9456b8"},"schema_version":"1.0","source":{"id":"2409.09770","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.09770","created_at":"2026-07-05T10:16:37Z"},{"alias_kind":"arxiv_version","alias_value":"2409.09770v2","created_at":"2026-07-05T10:16:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.09770","created_at":"2026-07-05T10:16:37Z"},{"alias_kind":"pith_short_12","alias_value":"7CCAY3NOYLFE","created_at":"2026-07-05T10:16:37Z"},{"alias_kind":"pith_short_16","alias_value":"7CCAY3NOYLFEAGM3","created_at":"2026-07-05T10:16:37Z"},{"alias_kind":"pith_short_8","alias_value":"7CCAY3NO","created_at":"2026-07-05T10:16:37Z"}],"graph_snapshots":[{"event_id":"sha256:7551a318bdbf98ac5573463da2babbb313805704ac62320af18bf251bcacec18","target":"graph","created_at":"2026-07-05T10:16:37Z","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/2409.09770/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Graph anomaly detection has gained significant attention across various domains, particularly in critical applications like fraud detection in e-commerce platforms and insider threat detection in cybersecurity. Usually, these data are composed of multiple types (e.g., user information and transaction records for financial data), thus exhibiting view heterogeneity. However, in the era of big data, the heterogeneity of views and the lack of label information pose substantial challenges to traditional approaches. Existing unsupervised graph anomaly detection methods often struggle with high-dimen","authors_text":"Haiyue Wu, Jingrui He, John R. Birge, Lecheng Zheng, Yifang Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-09-15T15:41:59Z","title":"Cluster Aware Graph Anomaly Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.09770","kind":"arxiv","version":2},"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:c9cc25de7d066afa4f94981995a9576d78c18d4a6cff4591964849af5f5d264a","target":"record","created_at":"2026-07-05T10:16:37Z","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":"26eac0f3d23923bb722956f844957941376a17519aedf8a672d91aee01b9208f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-09-15T15:41:59Z","title_canon_sha256":"da52509b52275ad49e166055953d185d37fe7c973538962062c118195f9456b8"},"schema_version":"1.0","source":{"id":"2409.09770","kind":"arxiv","version":2}},"canonical_sha256":"f8840c6daec2ca40199b7edcbe561fb361bd0341ccf47f8888d040652343827a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f8840c6daec2ca40199b7edcbe561fb361bd0341ccf47f8888d040652343827a","first_computed_at":"2026-07-05T10:16:37.970743Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:16:37.970743Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"gkLhf66doJrAFSnL7kqXkZ8nOSNeRGubIvmvh3jwb8QyGO1HaxRaD3J7iDIETis41jPQptHROD63vRhytv4FDA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:16:37.971356Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.09770","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c9cc25de7d066afa4f94981995a9576d78c18d4a6cff4591964849af5f5d264a","sha256:7551a318bdbf98ac5573463da2babbb313805704ac62320af18bf251bcacec18"],"state_sha256":"188c8f202ac24731823d62a10678a622251075b2ed7b1b89510b404c1db3c9c3"}