{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:P3NPUZQEE5EU5IHR67UPHUZINH","short_pith_number":"pith:P3NPUZQE","canonical_record":{"source":{"id":"2403.12171","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-03-18T18:39:53Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"04f99c93a23198bb090c618d6aea971a5213052e79596925124a8b3367d1e024","abstract_canon_sha256":"2f979f65b7d51486751cf184ceb39c408477f10e1f17d7e174117c2c679700fc"},"schema_version":"1.0"},"canonical_sha256":"7edafa660427494ea0f1f7e8f3d32869e146a2d1dfcd13d55fe3b6d675d0d9ae","source":{"kind":"arxiv","id":"2403.12171","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.12171","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"arxiv_version","alias_value":"2403.12171v1","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.12171","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"pith_short_12","alias_value":"P3NPUZQEE5EU","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"pith_short_16","alias_value":"P3NPUZQEE5EU5IHR","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"pith_short_8","alias_value":"P3NPUZQE","created_at":"2026-07-05T07:57:56Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:P3NPUZQEE5EU5IHR67UPHUZINH","target":"record","payload":{"canonical_record":{"source":{"id":"2403.12171","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-03-18T18:39:53Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"04f99c93a23198bb090c618d6aea971a5213052e79596925124a8b3367d1e024","abstract_canon_sha256":"2f979f65b7d51486751cf184ceb39c408477f10e1f17d7e174117c2c679700fc"},"schema_version":"1.0"},"canonical_sha256":"7edafa660427494ea0f1f7e8f3d32869e146a2d1dfcd13d55fe3b6d675d0d9ae","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:57:56.553739Z","signature_b64":"HchCsv8NQcxHPevyxWhGFAfyD8qSjj4IVuPOwNTz8qIiGcbtH6q3HG71eAzhPv/sba845aMrw6KzW0yGqmsTBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7edafa660427494ea0f1f7e8f3d32869e146a2d1dfcd13d55fe3b6d675d0d9ae","last_reissued_at":"2026-07-05T07:57:56.553259Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:57:56.553259Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2403.12171","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":"2026-07-05T07:57:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WP2hGK9hMHAsZSn09QPLtDvF24mhQg81xk7bMrnBh5vHHbuxkm3Mc676WYaf8j35mSX5vc+tTDwS03rZzu3JDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T20:26:10.405585Z"},"content_sha256":"e15d994d61979d9f57ec238be2a4afb69fc3063c3cdba7e626ac524fe5201663","schema_version":"1.0","event_id":"sha256:e15d994d61979d9f57ec238be2a4afb69fc3063c3cdba7e626ac524fe5201663"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:P3NPUZQEE5EU5IHR67UPHUZINH","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Caishuang Huang, Fukang Zhu, Hang Yan, Han Xia, Jing Shao, Lijun Li, Limao Xiong, Mingxu Chai, Qi Zhang, Rui Zheng, Ruohui Wang, Shihan Dou, Songyang Gao, Tao Gui, Weikang Zhou, Xiao Wang, Xuanjing Huang, Yicheng Zou, Yifan Le, Yingshuang Gu, Zhiheng Xi","submitted_at":"2024-03-18T18:39:53Z","abstract_excerpt":"Jailbreak attacks are crucial for identifying and mitigating the security vulnerabilities of Large Language Models (LLMs). They are designed to bypass safeguards and elicit prohibited outputs. However, due to significant differences among various jailbreak methods, there is no standard implementation framework available for the community, which limits comprehensive security evaluations. This paper introduces EasyJailbreak, a unified framework simplifying the construction and evaluation of jailbreak attacks against LLMs. It builds jailbreak attacks using four components: Selector, Mutator, Cons"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.12171","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/2403.12171/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":"2026-07-05T07:57:56Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VDjjOs4CHbbMedxYf3cXSFFrsNbFIDxbRdOj9vOw1UFZ4L1Xv4STbwmq0IHqV3hwPtwhDfPGyAVt3WHarwI6Cw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T20:26:10.406369Z"},"content_sha256":"823a2f93dacc31c8b5653ae3f8c3aab45aa39ff13d46b52d638ed609487aaaa9","schema_version":"1.0","event_id":"sha256:823a2f93dacc31c8b5653ae3f8c3aab45aa39ff13d46b52d638ed609487aaaa9"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/P3NPUZQEE5EU5IHR67UPHUZINH/bundle.json","state_url":"https://pith.science/pith/P3NPUZQEE5EU5IHR67UPHUZINH/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/P3NPUZQEE5EU5IHR67UPHUZINH/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":"2026-08-04T20:26:10Z","links":{"resolver":"https://pith.science/pith/P3NPUZQEE5EU5IHR67UPHUZINH","bundle":"https://pith.science/pith/P3NPUZQEE5EU5IHR67UPHUZINH/bundle.json","state":"https://pith.science/pith/P3NPUZQEE5EU5IHR67UPHUZINH/state.json","well_known_bundle":"https://pith.science/.well-known/pith/P3NPUZQEE5EU5IHR67UPHUZINH/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:P3NPUZQEE5EU5IHR67UPHUZINH","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":"2f979f65b7d51486751cf184ceb39c408477f10e1f17d7e174117c2c679700fc","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-03-18T18:39:53Z","title_canon_sha256":"04f99c93a23198bb090c618d6aea971a5213052e79596925124a8b3367d1e024"},"schema_version":"1.0","source":{"id":"2403.12171","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.12171","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"arxiv_version","alias_value":"2403.12171v1","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.12171","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"pith_short_12","alias_value":"P3NPUZQEE5EU","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"pith_short_16","alias_value":"P3NPUZQEE5EU5IHR","created_at":"2026-07-05T07:57:56Z"},{"alias_kind":"pith_short_8","alias_value":"P3NPUZQE","created_at":"2026-07-05T07:57:56Z"}],"graph_snapshots":[{"event_id":"sha256:823a2f93dacc31c8b5653ae3f8c3aab45aa39ff13d46b52d638ed609487aaaa9","target":"graph","created_at":"2026-07-05T07:57:56Z","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/2403.12171/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Jailbreak attacks are crucial for identifying and mitigating the security vulnerabilities of Large Language Models (LLMs). They are designed to bypass safeguards and elicit prohibited outputs. However, due to significant differences among various jailbreak methods, there is no standard implementation framework available for the community, which limits comprehensive security evaluations. This paper introduces EasyJailbreak, a unified framework simplifying the construction and evaluation of jailbreak attacks against LLMs. It builds jailbreak attacks using four components: Selector, Mutator, Cons","authors_text":"Caishuang Huang, Fukang Zhu, Hang Yan, Han Xia, Jing Shao, Lijun Li, Limao Xiong, Mingxu Chai, Qi Zhang, Rui Zheng, Ruohui Wang, Shihan Dou, Songyang Gao, Tao Gui, Weikang Zhou, Xiao Wang, Xuanjing Huang, Yicheng Zou, Yifan Le, Yingshuang Gu, Zhiheng Xi","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-03-18T18:39:53Z","title":"EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.12171","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:e15d994d61979d9f57ec238be2a4afb69fc3063c3cdba7e626ac524fe5201663","target":"record","created_at":"2026-07-05T07:57:56Z","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":"2f979f65b7d51486751cf184ceb39c408477f10e1f17d7e174117c2c679700fc","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-03-18T18:39:53Z","title_canon_sha256":"04f99c93a23198bb090c618d6aea971a5213052e79596925124a8b3367d1e024"},"schema_version":"1.0","source":{"id":"2403.12171","kind":"arxiv","version":1}},"canonical_sha256":"7edafa660427494ea0f1f7e8f3d32869e146a2d1dfcd13d55fe3b6d675d0d9ae","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7edafa660427494ea0f1f7e8f3d32869e146a2d1dfcd13d55fe3b6d675d0d9ae","first_computed_at":"2026-07-05T07:57:56.553259Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:57:56.553259Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"HchCsv8NQcxHPevyxWhGFAfyD8qSjj4IVuPOwNTz8qIiGcbtH6q3HG71eAzhPv/sba845aMrw6KzW0yGqmsTBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:57:56.553739Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.12171","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e15d994d61979d9f57ec238be2a4afb69fc3063c3cdba7e626ac524fe5201663","sha256:823a2f93dacc31c8b5653ae3f8c3aab45aa39ff13d46b52d638ed609487aaaa9"],"state_sha256":"6cba22921f0d23566d12fb8bc6e1536a21329c7e663092fc81cd5e3544444d66"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Htt3ualtB7xrqASZsZMQnDLE3nkhuJZiKh1H1wvwXq1y6sdRmm2oWcIgIW/4JMOpzmmvP2r/gvGwUNu9H/+5Dg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T20:26:10.411079Z","bundle_sha256":"33cffe8d27672f352ed16d14662c57775d8d409d96fe16712b6dcad967d8409b"}}