{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:Z4SSGL7BGSKZME2E6G7HQDJUPF","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":"f7d206d9871db521dc4108a97e57cbbc0ec73bb36d1a563098e4b5be9397027b","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-10-10T03:12:03Z","title_canon_sha256":"1df203804fd75722cf3a11183222cc1a97f912080da007244211ca33273d4618"},"schema_version":"1.0","source":{"id":"2410.07571","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.07571","created_at":"2026-07-05T09:35:53Z"},{"alias_kind":"arxiv_version","alias_value":"2410.07571v2","created_at":"2026-07-05T09:35:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.07571","created_at":"2026-07-05T09:35:53Z"},{"alias_kind":"pith_short_12","alias_value":"Z4SSGL7BGSKZ","created_at":"2026-07-05T09:35:53Z"},{"alias_kind":"pith_short_16","alias_value":"Z4SSGL7BGSKZME2E","created_at":"2026-07-05T09:35:53Z"},{"alias_kind":"pith_short_8","alias_value":"Z4SSGL7B","created_at":"2026-07-05T09:35:53Z"}],"graph_snapshots":[{"event_id":"sha256:40b421c6bd0161544807131592986d5c5ef74a694db9c84798322dcd66cd3468","target":"graph","created_at":"2026-07-05T09:35:53Z","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/2410.07571/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Vision-Language adaptation (VL adaptation) transforms Large Language Models (LLMs) into Large Vision-Language Models (LVLMs) for multimodal tasks, but this process often compromises the inherent safety capabilities embedded in the original LLMs. Despite potential harmfulness due to weakened safety measures, in-depth analysis on the effects of VL adaptation on safety remains under-explored. This study examines how VL adaptation influences safety and evaluates the impact of safety fine-tuning methods. Our analysis reveals that safety degradation occurs during VL adaptation, even when the trainin","authors_text":"Geewook Kim, Hoyeon Chang, Hyunji Lee, Jiyeon Kim, Minjoon Seo, Seongyun Lee, Sue Hyun Park","cross_cats":["cs.CV"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-10-10T03:12:03Z","title":"How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.07571","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:c988388fc173fe00eb069eb316b481f72cf7656c29b7c3514dfe502b67453efc","target":"record","created_at":"2026-07-05T09:35:53Z","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":"f7d206d9871db521dc4108a97e57cbbc0ec73bb36d1a563098e4b5be9397027b","cross_cats_sorted":["cs.CV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-10-10T03:12:03Z","title_canon_sha256":"1df203804fd75722cf3a11183222cc1a97f912080da007244211ca33273d4618"},"schema_version":"1.0","source":{"id":"2410.07571","kind":"arxiv","version":2}},"canonical_sha256":"cf25232fe13495961344f1be780d3479641b76e898f6b672719d33107d11313c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cf25232fe13495961344f1be780d3479641b76e898f6b672719d33107d11313c","first_computed_at":"2026-07-05T09:35:53.018755Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:35:53.018755Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"sERiOk7ehkIjrPF83DQtR1Jvl8qD6fzI1/+FhvOeI4Xxa3Dei56jOpseVIuRtf4s9JufuNU1jEr4mtdzz/MBCg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:35:53.019268Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.07571","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c988388fc173fe00eb069eb316b481f72cf7656c29b7c3514dfe502b67453efc","sha256:40b421c6bd0161544807131592986d5c5ef74a694db9c84798322dcd66cd3468"],"state_sha256":"7f71046f7ff449c1d1dced0b509957896fda9b00a39624011efd92f321585114"}