{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:VPO2DKGKU322ZMMYQQB3U7MZS5","short_pith_number":"pith:VPO2DKGK","canonical_record":{"source":{"id":"2607.17279","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-19T14:52:31Z","cross_cats_sorted":["cs.AI","cs.MM"],"title_canon_sha256":"60a6b34e21b7d6e921abd53b073edde065151828f23e30d0e6fdcd923867d52d","abstract_canon_sha256":"5a56667a4648f3d59965561a9323b010d36188504cbe7716b0760494c3ae7108"},"schema_version":"1.0"},"canonical_sha256":"abdda1a8caa6f5acb1988403ba7d999771e93d642774009e57cfd9f9c3c0e777","source":{"kind":"arxiv","id":"2607.17279","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.17279","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"arxiv_version","alias_value":"2607.17279v1","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.17279","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"pith_short_12","alias_value":"VPO2DKGKU322","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"pith_short_16","alias_value":"VPO2DKGKU322ZMMY","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"pith_short_8","alias_value":"VPO2DKGK","created_at":"2026-07-21T01:21:25Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:VPO2DKGKU322ZMMYQQB3U7MZS5","target":"record","payload":{"canonical_record":{"source":{"id":"2607.17279","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-19T14:52:31Z","cross_cats_sorted":["cs.AI","cs.MM"],"title_canon_sha256":"60a6b34e21b7d6e921abd53b073edde065151828f23e30d0e6fdcd923867d52d","abstract_canon_sha256":"5a56667a4648f3d59965561a9323b010d36188504cbe7716b0760494c3ae7108"},"schema_version":"1.0"},"canonical_sha256":"abdda1a8caa6f5acb1988403ba7d999771e93d642774009e57cfd9f9c3c0e777","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-21T01:21:25.113397Z","signature_b64":"l4kzQg+VX56tkrX1U093L0pmMEp87dwbLmc+LQ4MLonJoFmzyXPgC8pu11jW1MC+mE2FPGkvKVXkKQqhpLUZAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"abdda1a8caa6f5acb1988403ba7d999771e93d642774009e57cfd9f9c3c0e777","last_reissued_at":"2026-07-21T01:21:25.112541Z","signature_status":"signed_v1","first_computed_at":"2026-07-21T01:21:25.112541Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.17279","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-21T01:21:25Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"xf97l9yVntuL5HbasEySm3eWJjp90nSi+ansLEtgUWynim1MU1hPia7kKXF31QblAcx7yBOJhavZPIqw38KyAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T12:55:43.810290Z"},"content_sha256":"636fddd86d272de47b99ded2a0416828b01d7507394788f02be17f2709d9646a","schema_version":"1.0","event_id":"sha256:636fddd86d272de47b99ded2a0416828b01d7507394788f02be17f2709d9646a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:VPO2DKGKU322ZMMYQQB3U7MZS5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Between Safe Boundaries: Exploiting Temporal Consistency for Jailbreaking Text-To-Video Generation Models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.MM"],"primary_cat":"cs.CR","authors_text":"Jiayang Liu, Jun Jiang, Kejiang Chen, Weiming Zhang, Xingkai Peng","submitted_at":"2026-07-19T14:52:31Z","abstract_excerpt":"Recently, text-to-video (T2V) models have been widely deployed, sparking growing concerns over their robustness against jailbreak attacks. Existing jailbreak methods, mostly adapted from text-to-image attacks, suffer notable drawbacks when applied to T2V systems. They fail to fully leverage temporal consistency, an inherent characteristic of video generation. Besides, these methods demand heavy video query optimization, which is infeasible in practical black-box scenarios. Their adversarial prompt search is also driven by heuristic local signals, lacking principled structured exploration strat"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.17279","kind":"arxiv","version":1},"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/2607.17279/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":"2026-07-21T01:21:25Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hZ/D9mt/7I96h34FedXtcZ29vuRiSxg2Pe8q6oIyE8kBsTmoU8fWkCvnBmAMqHFynZ1onI81NBVfvb/01Q/fAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T12:55:43.810669Z"},"content_sha256":"bed40688eb5e5093bc0fae739502df0281b3319c32799bf1483b52b00d8551f8","schema_version":"1.0","event_id":"sha256:bed40688eb5e5093bc0fae739502df0281b3319c32799bf1483b52b00d8551f8"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:VPO2DKGKU322ZMMYQQB3U7MZS5","target":"integrity","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.18653/v1/2025.findings-acl.358) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Jiawei Zhao, Kejiang Chen, Weiming Zhang, and Nenghai Yu. 2025. SQL Injection Jailbreak: A Structural Disaster of Large Language Models. InFindings of the As- sociation for Computational Linguistics: ACL 2025, Wanxiang Che, Joyce Nabende, E","arxiv_id":"2607.17279","detector":"doi_compliance","evidence":{"ref_index":31,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.18653/v1/2025.findings-","reconstructed_doi":"10.18653/v1/2025.findings-acl.358"},"severity":"advisory","ref_index":31,"audited_at":"2026-08-01T18:39:40.581447Z","event_type":"pith.integrity.v1","detected_doi":"10.18653/v1/2025.findings-acl.358","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"1a0559a42ddedd26e21381a19803f8c44e99a33eac04941cb776a4785bcd3bd2","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":16422,"payload_sha256":"f48afc33af6e5c434741919604c11e1ca951c7035e865d6f6ee9531719f8fb68","signature_b64":"17MrjL+xCvRqjwaloJHxMlCq7BU7pfZ5q9qBkSE9NYDZtFs/dKeewFYRj9BQMcyhPgAAcg71LhoCLpi4gUovAQ==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-01T18:43:32Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5RwvZ+daIwQp70KF7E4AJfI+VM1GgapbbwDKsVaHuOA9Dn+R5nyLtYk8UybWt+bxbzG+18CqrYzIfNmo0pRoAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T12:55:43.812483Z"},"content_sha256":"967d26d6fbcf457ed8a89d6e7849f01d39bc642582edd6057add0102d2328e5f","schema_version":"1.0","event_id":"sha256:967d26d6fbcf457ed8a89d6e7849f01d39bc642582edd6057add0102d2328e5f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/VPO2DKGKU322ZMMYQQB3U7MZS5/bundle.json","state_url":"https://pith.science/pith/VPO2DKGKU322ZMMYQQB3U7MZS5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/VPO2DKGKU322ZMMYQQB3U7MZS5/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":"2026-08-03T12:55:43Z","links":{"resolver":"https://pith.science/pith/VPO2DKGKU322ZMMYQQB3U7MZS5","bundle":"https://pith.science/pith/VPO2DKGKU322ZMMYQQB3U7MZS5/bundle.json","state":"https://pith.science/pith/VPO2DKGKU322ZMMYQQB3U7MZS5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/VPO2DKGKU322ZMMYQQB3U7MZS5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:VPO2DKGKU322ZMMYQQB3U7MZS5","merge_version":"pith-open-graph-merge-v1","event_count":3,"valid_event_count":3,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"5a56667a4648f3d59965561a9323b010d36188504cbe7716b0760494c3ae7108","cross_cats_sorted":["cs.AI","cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-19T14:52:31Z","title_canon_sha256":"60a6b34e21b7d6e921abd53b073edde065151828f23e30d0e6fdcd923867d52d"},"schema_version":"1.0","source":{"id":"2607.17279","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.17279","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"arxiv_version","alias_value":"2607.17279v1","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.17279","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"pith_short_12","alias_value":"VPO2DKGKU322","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"pith_short_16","alias_value":"VPO2DKGKU322ZMMY","created_at":"2026-07-21T01:21:25Z"},{"alias_kind":"pith_short_8","alias_value":"VPO2DKGK","created_at":"2026-07-21T01:21:25Z"}],"graph_snapshots":[{"event_id":"sha256:bed40688eb5e5093bc0fae739502df0281b3319c32799bf1483b52b00d8551f8","target":"graph","created_at":"2026-07-21T01:21:25Z","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/2607.17279/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recently, text-to-video (T2V) models have been widely deployed, sparking growing concerns over their robustness against jailbreak attacks. Existing jailbreak methods, mostly adapted from text-to-image attacks, suffer notable drawbacks when applied to T2V systems. They fail to fully leverage temporal consistency, an inherent characteristic of video generation. Besides, these methods demand heavy video query optimization, which is infeasible in practical black-box scenarios. Their adversarial prompt search is also driven by heuristic local signals, lacking principled structured exploration strat","authors_text":"Jiayang Liu, Jun Jiang, Kejiang Chen, Weiming Zhang, Xingkai Peng","cross_cats":["cs.AI","cs.MM"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-19T14:52:31Z","title":"Between Safe Boundaries: Exploiting Temporal Consistency for Jailbreaking Text-To-Video Generation Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.17279","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":"sha256:636fddd86d272de47b99ded2a0416828b01d7507394788f02be17f2709d9646a","target":"record","created_at":"2026-07-21T01:21:25Z","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":"5a56667a4648f3d59965561a9323b010d36188504cbe7716b0760494c3ae7108","cross_cats_sorted":["cs.AI","cs.MM"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-07-19T14:52:31Z","title_canon_sha256":"60a6b34e21b7d6e921abd53b073edde065151828f23e30d0e6fdcd923867d52d"},"schema_version":"1.0","source":{"id":"2607.17279","kind":"arxiv","version":1}},"canonical_sha256":"abdda1a8caa6f5acb1988403ba7d999771e93d642774009e57cfd9f9c3c0e777","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"abdda1a8caa6f5acb1988403ba7d999771e93d642774009e57cfd9f9c3c0e777","first_computed_at":"2026-07-21T01:21:25.112541Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-21T01:21:25.112541Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"l4kzQg+VX56tkrX1U093L0pmMEp87dwbLmc+LQ4MLonJoFmzyXPgC8pu11jW1MC+mE2FPGkvKVXkKQqhpLUZAw==","signature_status":"signed_v1","signed_at":"2026-07-21T01:21:25.113397Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.17279","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:636fddd86d272de47b99ded2a0416828b01d7507394788f02be17f2709d9646a","sha256:bed40688eb5e5093bc0fae739502df0281b3319c32799bf1483b52b00d8551f8","sha256:967d26d6fbcf457ed8a89d6e7849f01d39bc642582edd6057add0102d2328e5f"],"state_sha256":"6777bef2b1735fdd0d889360da9920cfd2450aa7771c6eabc2827ddb786ed3ca"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"pQtj76AYNr3xSAtulM5+c2/Ap0nSoqZHOFNjRbCqUXP5b3RUsdjGG5SMaCZrLwMOdLbtCixDdZfDYe3luOy3Cg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T12:55:43.814080Z","bundle_sha256":"022b2177a521472c7535772a0f4a9c208dc92837d68187e139988f820a927ffd"}}