{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:ND6BPA47HU4G6SB27IADJMTP6U","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":"63b301b652c64eefcaf97423140f3f198a0fb5690d04f46984811602dff738e2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2025-07-24T21:03:44Z","title_canon_sha256":"92cba8bd4bedc8aec3b45646c1a05cded3f3d13874ccbe4489a37e915f22ee6b"},"schema_version":"1.0","source":{"id":"2507.18804","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.18804","created_at":"2026-07-05T11:42:58Z"},{"alias_kind":"arxiv_version","alias_value":"2507.18804v1","created_at":"2026-07-05T11:42:58Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.18804","created_at":"2026-07-05T11:42:58Z"},{"alias_kind":"pith_short_12","alias_value":"ND6BPA47HU4G","created_at":"2026-07-05T11:42:58Z"},{"alias_kind":"pith_short_16","alias_value":"ND6BPA47HU4G6SB2","created_at":"2026-07-05T11:42:58Z"},{"alias_kind":"pith_short_8","alias_value":"ND6BPA47","created_at":"2026-07-05T11:42:58Z"}],"graph_snapshots":[{"event_id":"sha256:d0ba91b34e11efab9173de902e1d4629957bc66426c0eff575d43e615193a19a","target":"graph","created_at":"2026-07-05T11:42:58Z","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/2507.18804/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Graph neural networks (GNNs) have been widely applied in safety-critical applications, such as financial and medical networks, in which compromised predictions may cause catastrophic consequences. While existing research on GNN robustness has primarily focused on software-level threats, hardware-induced faults and errors remain largely underexplored. As hardware systems progress toward advanced technology nodes to meet high-performance and energy efficiency demands, they become increasingly susceptible to transient faults, which can cause bit flips and silent data corruption, a prominent issue","authors_text":"Nan Wu, Wencheng Zou","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2025-07-24T21:03:44Z","title":"Ralts: Robust Aggregation for Enhancing Graph Neural Network Resilience on Bit-flip Errors"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.18804","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":"sha256:06b95d3c5db14fd06907ceb4595e7faa128d2e0a7b7986905f7ccf0db97575e0","target":"record","created_at":"2026-07-05T11:42:58Z","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":"63b301b652c64eefcaf97423140f3f198a0fb5690d04f46984811602dff738e2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.LG","submitted_at":"2025-07-24T21:03:44Z","title_canon_sha256":"92cba8bd4bedc8aec3b45646c1a05cded3f3d13874ccbe4489a37e915f22ee6b"},"schema_version":"1.0","source":{"id":"2507.18804","kind":"arxiv","version":1}},"canonical_sha256":"68fc17839f3d386f483afa0034b26ff50242a2745b317e3e6aa1fbc1b683c29b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"68fc17839f3d386f483afa0034b26ff50242a2745b317e3e6aa1fbc1b683c29b","first_computed_at":"2026-07-05T11:42:58.601780Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:42:58.601780Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"6Zm0bTp1GpoDJ+BSkzG0JEeyazqZBwYVeSiqSN4abxiR0ofNBCVmPSCiVL++G67zREf6y/ICgqG/8NBB+4yuDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:42:58.602198Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.18804","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:06b95d3c5db14fd06907ceb4595e7faa128d2e0a7b7986905f7ccf0db97575e0","sha256:d0ba91b34e11efab9173de902e1d4629957bc66426c0eff575d43e615193a19a"],"state_sha256":"c77c6eb9a6714bd01a341f3c24e9828cc2b4050e611a45d03af61c35d321c3f9"}