{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:KQNXFIWFBOJENOFZI4W3YK2I4S","short_pith_number":"pith:KQNXFIWF","canonical_record":{"source":{"id":"2605.18915","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-05-18T03:23:58Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"4714848246419ad186105c68fc945cbeb203f1be115b75e667f2bf866d2402b2","abstract_canon_sha256":"6ee1038b57905a3827d9a9d0bce8dcb1d9eaf511dc39842cefecf6f0dbdf7758"},"schema_version":"1.0"},"canonical_sha256":"541b72a2c50b9246b8b9472dbc2b48e49cb144f5dd09a53219089b51f69f265c","source":{"kind":"arxiv","id":"2605.18915","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.18915","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"arxiv_version","alias_value":"2605.18915v1","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.18915","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"pith_short_12","alias_value":"KQNXFIWFBOJE","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"pith_short_16","alias_value":"KQNXFIWFBOJENOFZ","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"pith_short_8","alias_value":"KQNXFIWF","created_at":"2026-05-20T00:06:31Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:KQNXFIWFBOJENOFZI4W3YK2I4S","target":"record","payload":{"canonical_record":{"source":{"id":"2605.18915","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-05-18T03:23:58Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"4714848246419ad186105c68fc945cbeb203f1be115b75e667f2bf866d2402b2","abstract_canon_sha256":"6ee1038b57905a3827d9a9d0bce8dcb1d9eaf511dc39842cefecf6f0dbdf7758"},"schema_version":"1.0"},"canonical_sha256":"541b72a2c50b9246b8b9472dbc2b48e49cb144f5dd09a53219089b51f69f265c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-20T00:06:31.918342Z","signature_b64":"t/fJh1BgdpRHGdWBgeK7XMVCJif/YkRFO3M+EnDJh2c8NyCC7/OxaJLVBnCGi9kcrSg0HxgPZdiXFoI1tag1DA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"541b72a2c50b9246b8b9472dbc2b48e49cb144f5dd09a53219089b51f69f265c","last_reissued_at":"2026-05-20T00:06:31.917541Z","signature_status":"signed_v1","first_computed_at":"2026-05-20T00:06:31.917541Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.18915","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":"2026-05-20T00:06:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"nV+KofpVyaHCfI32SIHaVpOCbYfqjBZxbbzhRmomOPcUnaf45liBnAiIavMBhJn0KQi1qS45BFmUXulUavUFDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-24T13:31:01.436387Z"},"content_sha256":"7e39a6af3899303f8e1ad57caf55f4a63ee17eaad6216243e505c4e2d60ca5ed","schema_version":"1.0","event_id":"sha256:7e39a6af3899303f8e1ad57caf55f4a63ee17eaad6216243e505c4e2d60ca5ed"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:KQNXFIWFBOJENOFZI4W3YK2I4S","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CR","authors_text":"Deyue Zhang, Dongdong Yang, Quanchen Zou, Wenzhuo Xu, Xiangzheng Zhang, Zhipeng Wei, Zonghao Ying","submitted_at":"2026-05-18T03:23:58Z","abstract_excerpt":"Multimodal Large Language Models (MLLMs) are vulnerable to jailbreak attacks, which can elicit harmful responses from MLLMs. Many MLLMs support multi-image inputs, inadvertently introducing new vulnerabilities due to less efforts on multi-image safety alignment. Previous MLLM jailbreak methods only uses a single image, which restricts the attack space: they cannot distribute harmful requests across multiple images, carry abundant information, or exploit additional visual reasoning tasks to distract MLLMs. To address these limitations, in this paper, we propose a compositional jailbreak framewo"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.18915","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/2605.18915/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":"2026-05-20T00:06:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"xdgGqcBNdLQzH20QyWBxuIDRFqS+eDT7sU3q0AnpBu2OytE7f/C4mObLacvPoXkbEftkOaxB3bdEAFn5nxzuBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-24T13:31:01.437122Z"},"content_sha256":"104ea0cbe46e15d37c4cdf2839462dd38b826944da88c157c296fae6dba94e72","schema_version":"1.0","event_id":"sha256:104ea0cbe46e15d37c4cdf2839462dd38b826944da88c157c296fae6dba94e72"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/KQNXFIWFBOJENOFZI4W3YK2I4S/bundle.json","state_url":"https://pith.science/pith/KQNXFIWFBOJENOFZI4W3YK2I4S/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/KQNXFIWFBOJENOFZI4W3YK2I4S/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":"2026-05-24T13:31:01Z","links":{"resolver":"https://pith.science/pith/KQNXFIWFBOJENOFZI4W3YK2I4S","bundle":"https://pith.science/pith/KQNXFIWFBOJENOFZI4W3YK2I4S/bundle.json","state":"https://pith.science/pith/KQNXFIWFBOJENOFZI4W3YK2I4S/state.json","well_known_bundle":"https://pith.science/.well-known/pith/KQNXFIWFBOJENOFZI4W3YK2I4S/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:KQNXFIWFBOJENOFZI4W3YK2I4S","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":"6ee1038b57905a3827d9a9d0bce8dcb1d9eaf511dc39842cefecf6f0dbdf7758","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-05-18T03:23:58Z","title_canon_sha256":"4714848246419ad186105c68fc945cbeb203f1be115b75e667f2bf866d2402b2"},"schema_version":"1.0","source":{"id":"2605.18915","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.18915","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"arxiv_version","alias_value":"2605.18915v1","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.18915","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"pith_short_12","alias_value":"KQNXFIWFBOJE","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"pith_short_16","alias_value":"KQNXFIWFBOJENOFZ","created_at":"2026-05-20T00:06:31Z"},{"alias_kind":"pith_short_8","alias_value":"KQNXFIWF","created_at":"2026-05-20T00:06:31Z"}],"graph_snapshots":[{"event_id":"sha256:104ea0cbe46e15d37c4cdf2839462dd38b826944da88c157c296fae6dba94e72","target":"graph","created_at":"2026-05-20T00:06:31Z","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/2605.18915/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multimodal Large Language Models (MLLMs) are vulnerable to jailbreak attacks, which can elicit harmful responses from MLLMs. Many MLLMs support multi-image inputs, inadvertently introducing new vulnerabilities due to less efforts on multi-image safety alignment. Previous MLLM jailbreak methods only uses a single image, which restricts the attack space: they cannot distribute harmful requests across multiple images, carry abundant information, or exploit additional visual reasoning tasks to distract MLLMs. To address these limitations, in this paper, we propose a compositional jailbreak framewo","authors_text":"Deyue Zhang, Dongdong Yang, Quanchen Zou, Wenzhuo Xu, Xiangzheng Zhang, Zhipeng Wei, Zonghao Ying","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-05-18T03:23:58Z","title":"DMN: A Compositional Framework for Jailbreaking Multimodal LLMs with Multi-Image Inputs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.18915","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":"sha256:7e39a6af3899303f8e1ad57caf55f4a63ee17eaad6216243e505c4e2d60ca5ed","target":"record","created_at":"2026-05-20T00:06:31Z","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":"6ee1038b57905a3827d9a9d0bce8dcb1d9eaf511dc39842cefecf6f0dbdf7758","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-05-18T03:23:58Z","title_canon_sha256":"4714848246419ad186105c68fc945cbeb203f1be115b75e667f2bf866d2402b2"},"schema_version":"1.0","source":{"id":"2605.18915","kind":"arxiv","version":1}},"canonical_sha256":"541b72a2c50b9246b8b9472dbc2b48e49cb144f5dd09a53219089b51f69f265c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"541b72a2c50b9246b8b9472dbc2b48e49cb144f5dd09a53219089b51f69f265c","first_computed_at":"2026-05-20T00:06:31.917541Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-20T00:06:31.917541Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"t/fJh1BgdpRHGdWBgeK7XMVCJif/YkRFO3M+EnDJh2c8NyCC7/OxaJLVBnCGi9kcrSg0HxgPZdiXFoI1tag1DA==","signature_status":"signed_v1","signed_at":"2026-05-20T00:06:31.918342Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.18915","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7e39a6af3899303f8e1ad57caf55f4a63ee17eaad6216243e505c4e2d60ca5ed","sha256:104ea0cbe46e15d37c4cdf2839462dd38b826944da88c157c296fae6dba94e72"],"state_sha256":"9199d65706cc83406979da7cc45950705ea6910ea259a8d676ccbb06ab22a95c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"1nLvC0WHaO3eOwKz9Hn/UNe4D1KsDSYVS+lrgE+EthwWEXLLTwpXNS6JfoEZDRv0yrTq2NxZnR4HrgjF2DBGCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-24T13:31:01.445666Z","bundle_sha256":"6d4feb08b825a4e4b26489d1065bcdde8ab03164d0deab9698a25ed61f3aa25f"}}