{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:6JEYM2CNCNOKKYRLBBFCZFR6XK","short_pith_number":"pith:6JEYM2CN","canonical_record":{"source":{"id":"2402.01369","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-02-02T12:39:49Z","cross_cats_sorted":["cs.CR","cs.CV"],"title_canon_sha256":"e22fdc45caff5fc788ee4ab7c0d8f47e7dfea21820ebc3091147b58c74b4e9f6","abstract_canon_sha256":"22ad41380793670ad146557047525c10e18e557112d59424b18f056cd827d9b0"},"schema_version":"1.0"},"canonical_sha256":"f24986684d135ca5622b084a2c963eba9891395168baac8b50df53868be97c97","source":{"kind":"arxiv","id":"2402.01369","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.01369","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"arxiv_version","alias_value":"2402.01369v2","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.01369","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"pith_short_12","alias_value":"6JEYM2CNCNOK","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"pith_short_16","alias_value":"6JEYM2CNCNOKKYRL","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"pith_short_8","alias_value":"6JEYM2CN","created_at":"2026-07-05T09:56:20Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:6JEYM2CNCNOKKYRLBBFCZFR6XK","target":"record","payload":{"canonical_record":{"source":{"id":"2402.01369","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-02-02T12:39:49Z","cross_cats_sorted":["cs.CR","cs.CV"],"title_canon_sha256":"e22fdc45caff5fc788ee4ab7c0d8f47e7dfea21820ebc3091147b58c74b4e9f6","abstract_canon_sha256":"22ad41380793670ad146557047525c10e18e557112d59424b18f056cd827d9b0"},"schema_version":"1.0"},"canonical_sha256":"f24986684d135ca5622b084a2c963eba9891395168baac8b50df53868be97c97","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:56:20.601976Z","signature_b64":"KgK9LmDsrqbIFNIzxi/DxAF6rgKIhswsuMNBRulTmeO/3SN+RfxAEax8uAsoNq3FOP53ypfxNZX8WbfjYPUyCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f24986684d135ca5622b084a2c963eba9891395168baac8b50df53868be97c97","last_reissued_at":"2026-07-05T09:56:20.601502Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:56:20.601502Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2402.01369","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:56:20Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"XyAtfiKPgAfBFOlLgi+bpdbAdFuVKwYsJ5R7zV1YxX/d20JaoNv0O1n7jPuVd2Sn+Nd9b2wn89+E75tWv9BMDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T15:04:31.165128Z"},"content_sha256":"cec37e5f159de7406f734082985b10df0ef5f32591f4b013562ae584182f302d","schema_version":"1.0","event_id":"sha256:cec37e5f159de7406f734082985b10df0ef5f32591f4b013562ae584182f302d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:6JEYM2CNCNOKKYRLBBFCZFR6XK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"On the Multi-modal Vulnerability of Diffusion Models","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CR","cs.CV"],"primary_cat":"cs.LG","authors_text":"Dingcheng Yang, Wenjian Yu, Xiaochun Cao, Xiaojun Jia, Yang Bai, Yang Liu","submitted_at":"2024-02-02T12:39:49Z","abstract_excerpt":"Diffusion models have been widely deployed in various image generation tasks, demonstrating an extraordinary connection between image and text modalities. Although prior studies have explored the vulnerability of diffusion models from the perspectives of text and image modalities separately, the current research landscape has not yet thoroughly investigated the vulnerabilities that arise from the integration of multiple modalities, specifically through the joint analysis of textual and visual features. In this paper, we are the first to visualize both text and image feature space embedded by d"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.01369","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2402.01369/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:56:20Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6LMkKVKobs01UilQoQmm5Xk/xWoh6+OaTo/b/YuTtwJmDunDZbW/yHWyrlteNml+bujrn32P2NdrbppGdc6nCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T15:04:31.165524Z"},"content_sha256":"ff92ba5ebb94908a5a7f9ab159c20009fb67742167ddaf24c6c3721e67bdbb69","schema_version":"1.0","event_id":"sha256:ff92ba5ebb94908a5a7f9ab159c20009fb67742167ddaf24c6c3721e67bdbb69"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6JEYM2CNCNOKKYRLBBFCZFR6XK/bundle.json","state_url":"https://pith.science/pith/6JEYM2CNCNOKKYRLBBFCZFR6XK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6JEYM2CNCNOKKYRLBBFCZFR6XK/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-21T15:04:31Z","links":{"resolver":"https://pith.science/pith/6JEYM2CNCNOKKYRLBBFCZFR6XK","bundle":"https://pith.science/pith/6JEYM2CNCNOKKYRLBBFCZFR6XK/bundle.json","state":"https://pith.science/pith/6JEYM2CNCNOKKYRLBBFCZFR6XK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6JEYM2CNCNOKKYRLBBFCZFR6XK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:6JEYM2CNCNOKKYRLBBFCZFR6XK","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":"22ad41380793670ad146557047525c10e18e557112d59424b18f056cd827d9b0","cross_cats_sorted":["cs.CR","cs.CV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-02-02T12:39:49Z","title_canon_sha256":"e22fdc45caff5fc788ee4ab7c0d8f47e7dfea21820ebc3091147b58c74b4e9f6"},"schema_version":"1.0","source":{"id":"2402.01369","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.01369","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"arxiv_version","alias_value":"2402.01369v2","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.01369","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"pith_short_12","alias_value":"6JEYM2CNCNOK","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"pith_short_16","alias_value":"6JEYM2CNCNOKKYRL","created_at":"2026-07-05T09:56:20Z"},{"alias_kind":"pith_short_8","alias_value":"6JEYM2CN","created_at":"2026-07-05T09:56:20Z"}],"graph_snapshots":[{"event_id":"sha256:ff92ba5ebb94908a5a7f9ab159c20009fb67742167ddaf24c6c3721e67bdbb69","target":"graph","created_at":"2026-07-05T09:56:20Z","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/2402.01369/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Diffusion models have been widely deployed in various image generation tasks, demonstrating an extraordinary connection between image and text modalities. Although prior studies have explored the vulnerability of diffusion models from the perspectives of text and image modalities separately, the current research landscape has not yet thoroughly investigated the vulnerabilities that arise from the integration of multiple modalities, specifically through the joint analysis of textual and visual features. In this paper, we are the first to visualize both text and image feature space embedded by d","authors_text":"Dingcheng Yang, Wenjian Yu, Xiaochun Cao, Xiaojun Jia, Yang Bai, Yang Liu","cross_cats":["cs.CR","cs.CV"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-02-02T12:39:49Z","title":"On the Multi-modal Vulnerability of Diffusion Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.01369","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:cec37e5f159de7406f734082985b10df0ef5f32591f4b013562ae584182f302d","target":"record","created_at":"2026-07-05T09:56:20Z","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":"22ad41380793670ad146557047525c10e18e557112d59424b18f056cd827d9b0","cross_cats_sorted":["cs.CR","cs.CV"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-02-02T12:39:49Z","title_canon_sha256":"e22fdc45caff5fc788ee4ab7c0d8f47e7dfea21820ebc3091147b58c74b4e9f6"},"schema_version":"1.0","source":{"id":"2402.01369","kind":"arxiv","version":2}},"canonical_sha256":"f24986684d135ca5622b084a2c963eba9891395168baac8b50df53868be97c97","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f24986684d135ca5622b084a2c963eba9891395168baac8b50df53868be97c97","first_computed_at":"2026-07-05T09:56:20.601502Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:56:20.601502Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KgK9LmDsrqbIFNIzxi/DxAF6rgKIhswsuMNBRulTmeO/3SN+RfxAEax8uAsoNq3FOP53ypfxNZX8WbfjYPUyCw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:56:20.601976Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.01369","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cec37e5f159de7406f734082985b10df0ef5f32591f4b013562ae584182f302d","sha256:ff92ba5ebb94908a5a7f9ab159c20009fb67742167ddaf24c6c3721e67bdbb69"],"state_sha256":"ff01f120849e07a21cb42551aebeabe7cf1347a6170ed80d6dc3375bf60bae85"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DNcwg2XuJsHxbdUqLxAHHmB/lyW6s1uOEz+XwcUxXyP4kn6K5qncSnPlQ0t8LeDK+Sz+TyWzdc6pwpGS1ny/AQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-21T15:04:31.168270Z","bundle_sha256":"1ce85c8ca382eb6d256f83507be0b62a108b4e67cfb4993094987432d82729cb"}}