{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:DBAKQDWHHTCZ4MHHEILIGVRI7Q","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":"0a0b0f6274a15a8514c3f98db523f41e093d6a2ca2cd12947fc7ceb510fe6d43","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-02-09T17:03:23Z","title_canon_sha256":"8991372ba4a0e4e4debe9c16f4bd50ceb72ea4ff9d41902006a7110139e28c71"},"schema_version":"1.0","source":{"id":"2502.10438","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.10438","created_at":"2026-07-05T10:14:52Z"},{"alias_kind":"arxiv_version","alias_value":"2502.10438v1","created_at":"2026-07-05T10:14:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.10438","created_at":"2026-07-05T10:14:52Z"},{"alias_kind":"pith_short_12","alias_value":"DBAKQDWHHTCZ","created_at":"2026-07-05T10:14:52Z"},{"alias_kind":"pith_short_16","alias_value":"DBAKQDWHHTCZ4MHH","created_at":"2026-07-05T10:14:52Z"},{"alias_kind":"pith_short_8","alias_value":"DBAKQDWH","created_at":"2026-07-05T10:14:52Z"}],"graph_snapshots":[{"event_id":"sha256:c1a409a8c69f82435f6b3964d5d58f575a9ffdf6157c96b851b700c113faa2d1","target":"graph","created_at":"2026-07-05T10:14:52Z","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/2502.10438/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Jailbreak backdoor attacks on LLMs have garnered attention for their effectiveness and stealth. However, existing methods rely on the crafting of poisoned datasets and the time-consuming process of fine-tuning. In this work, we propose JailbreakEdit, a novel jailbreak backdoor injection method that exploits model editing techniques to inject a universal jailbreak backdoor into safety-aligned LLMs with minimal intervention in minutes. JailbreakEdit integrates a multi-node target estimation to estimate the jailbreak space, thus creating shortcuts from the backdoor to this estimated jailbreak spa","authors_text":"Qiannan Zhang, Shichao Pei, Zhuowei Chen","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-02-09T17:03:23Z","title":"Injecting Universal Jailbreak Backdoors into LLMs in Minutes"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.10438","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":"sha256:7c4b707216cb88586dbd4cd2f71e66bc129864eaadf4ff38953dfe559f940258","target":"record","created_at":"2026-07-05T10:14:52Z","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":"0a0b0f6274a15a8514c3f98db523f41e093d6a2ca2cd12947fc7ceb510fe6d43","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-02-09T17:03:23Z","title_canon_sha256":"8991372ba4a0e4e4debe9c16f4bd50ceb72ea4ff9d41902006a7110139e28c71"},"schema_version":"1.0","source":{"id":"2502.10438","kind":"arxiv","version":1}},"canonical_sha256":"1840a80ec73cc59e30e72216835628fc2db41872fa298b0c83e632fa21396836","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1840a80ec73cc59e30e72216835628fc2db41872fa298b0c83e632fa21396836","first_computed_at":"2026-07-05T10:14:52.602606Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:14:52.602606Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"HEYT3QxJUsiRNdtymizuTypVfoEGl9AOz/xIPOmMP1ArukqgA3A8suojoLvfiEueXu0H/3uj0lLXC7UMwu9KCg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:14:52.603078Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.10438","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7c4b707216cb88586dbd4cd2f71e66bc129864eaadf4ff38953dfe559f940258","sha256:c1a409a8c69f82435f6b3964d5d58f575a9ffdf6157c96b851b700c113faa2d1"],"state_sha256":"3bc51ba33c52316aaf046c662783942e4bad94ecfe8d2b1da55d22844d9942e0"}