{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:EXRDNLMPBM3OH6GMBI2K3O5GJK","short_pith_number":"pith:EXRDNLMP","canonical_record":{"source":{"id":"2411.01236","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-11-02T13:24:30Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"15f1287deb415c3e5d039e8f1b5fc0fc555ac859e593052c5be2cb92f55862c7","abstract_canon_sha256":"4bba17256208791352728869ee902c882884df6566c0155d76c0fb99ebf68291"},"schema_version":"1.0"},"canonical_sha256":"25e236ad8f0b36e3f8cc0a34adbba64ab9c63df255ce84ead5700b7359a8c30a","source":{"kind":"arxiv","id":"2411.01236","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.01236","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"arxiv_version","alias_value":"2411.01236v1","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.01236","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"pith_short_12","alias_value":"EXRDNLMPBM3O","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"pith_short_16","alias_value":"EXRDNLMPBM3OH6GM","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"pith_short_8","alias_value":"EXRDNLMP","created_at":"2026-07-05T09:30:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:EXRDNLMPBM3OH6GMBI2K3O5GJK","target":"record","payload":{"canonical_record":{"source":{"id":"2411.01236","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-11-02T13:24:30Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"15f1287deb415c3e5d039e8f1b5fc0fc555ac859e593052c5be2cb92f55862c7","abstract_canon_sha256":"4bba17256208791352728869ee902c882884df6566c0155d76c0fb99ebf68291"},"schema_version":"1.0"},"canonical_sha256":"25e236ad8f0b36e3f8cc0a34adbba64ab9c63df255ce84ead5700b7359a8c30a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:30:27.254375Z","signature_b64":"PKYnlE/n/wCrrXCJQkrDgoo7YpAR/8Sic5mJ6P9GRofDaCtYNntROmZtJFkM9bRpcitrHiVAywrPy1ORp3vcAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"25e236ad8f0b36e3f8cc0a34adbba64ab9c63df255ce84ead5700b7359a8c30a","last_reissued_at":"2026-07-05T09:30:27.253868Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:30:27.253868Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2411.01236","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":"2026-07-05T09:30:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EiCWp6F9cGAmzC5/eX7axo9bCiyAgLL3P242l+RYaDdlSsPl4XSg9L8PLkooQh97r+649fct0jZFui1pVmtaCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T11:52:08.254947Z"},"content_sha256":"fa6666a1e562331268ef1a2b25cc4dc2d6d4a348e6834fa146a59e5555fd3c56","schema_version":"1.0","event_id":"sha256:fa6666a1e562331268ef1a2b25cc4dc2d6d4a348e6834fa146a59e5555fd3c56"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:EXRDNLMPBM3OH6GMBI2K3O5GJK","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"AutoPT: How Far Are We from the End2End Automated Web Penetration Testing?","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CR","authors_text":"Benlong Wu, Guoqiang Chen, Jiapeng Han, Kejiang Chen, Nenghai Yu, Weiming Zhang, Xiuwei Shang, Yanru He","submitted_at":"2024-11-02T13:24:30Z","abstract_excerpt":"Penetration testing is essential to ensure Web security, which can detect and fix vulnerabilities in advance, and prevent data leakage and serious consequences. The powerful inference capabilities of large language models (LLMs) have made significant progress in various fields, and the development potential of LLM-based agents can revolutionize the cybersecurity penetration testing industry. In this work, we establish a comprehensive end-to-end penetration testing benchmark using a real-world penetration testing environment to explore the capabilities of LLM-based agents in this domain. Our re"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.01236","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/2411.01236/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":"2026-07-05T09:30:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"NDt0PPhjZ2ekTKawBTbSH4YtR9e/zD2KYDo9rP1z80gkPGrZbUY+amOagXUVUymQqyGxh7X+0bQdrd3vki7HBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-22T11:52:08.255307Z"},"content_sha256":"94bb2a29103c41aa8a8ef150c341aaf836457fb141d7a7909274aafb045fcfd8","schema_version":"1.0","event_id":"sha256:94bb2a29103c41aa8a8ef150c341aaf836457fb141d7a7909274aafb045fcfd8"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/EXRDNLMPBM3OH6GMBI2K3O5GJK/bundle.json","state_url":"https://pith.science/pith/EXRDNLMPBM3OH6GMBI2K3O5GJK/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/EXRDNLMPBM3OH6GMBI2K3O5GJK/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":"2026-08-22T11:52:08Z","links":{"resolver":"https://pith.science/pith/EXRDNLMPBM3OH6GMBI2K3O5GJK","bundle":"https://pith.science/pith/EXRDNLMPBM3OH6GMBI2K3O5GJK/bundle.json","state":"https://pith.science/pith/EXRDNLMPBM3OH6GMBI2K3O5GJK/state.json","well_known_bundle":"https://pith.science/.well-known/pith/EXRDNLMPBM3OH6GMBI2K3O5GJK/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:EXRDNLMPBM3OH6GMBI2K3O5GJK","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":"4bba17256208791352728869ee902c882884df6566c0155d76c0fb99ebf68291","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-11-02T13:24:30Z","title_canon_sha256":"15f1287deb415c3e5d039e8f1b5fc0fc555ac859e593052c5be2cb92f55862c7"},"schema_version":"1.0","source":{"id":"2411.01236","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.01236","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"arxiv_version","alias_value":"2411.01236v1","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.01236","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"pith_short_12","alias_value":"EXRDNLMPBM3O","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"pith_short_16","alias_value":"EXRDNLMPBM3OH6GM","created_at":"2026-07-05T09:30:27Z"},{"alias_kind":"pith_short_8","alias_value":"EXRDNLMP","created_at":"2026-07-05T09:30:27Z"}],"graph_snapshots":[{"event_id":"sha256:94bb2a29103c41aa8a8ef150c341aaf836457fb141d7a7909274aafb045fcfd8","target":"graph","created_at":"2026-07-05T09:30:27Z","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/2411.01236/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Penetration testing is essential to ensure Web security, which can detect and fix vulnerabilities in advance, and prevent data leakage and serious consequences. The powerful inference capabilities of large language models (LLMs) have made significant progress in various fields, and the development potential of LLM-based agents can revolutionize the cybersecurity penetration testing industry. In this work, we establish a comprehensive end-to-end penetration testing benchmark using a real-world penetration testing environment to explore the capabilities of LLM-based agents in this domain. Our re","authors_text":"Benlong Wu, Guoqiang Chen, Jiapeng Han, Kejiang Chen, Nenghai Yu, Weiming Zhang, Xiuwei Shang, Yanru He","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-11-02T13:24:30Z","title":"AutoPT: How Far Are We from the End2End Automated Web Penetration Testing?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.01236","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:fa6666a1e562331268ef1a2b25cc4dc2d6d4a348e6834fa146a59e5555fd3c56","target":"record","created_at":"2026-07-05T09:30:27Z","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":"4bba17256208791352728869ee902c882884df6566c0155d76c0fb99ebf68291","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2024-11-02T13:24:30Z","title_canon_sha256":"15f1287deb415c3e5d039e8f1b5fc0fc555ac859e593052c5be2cb92f55862c7"},"schema_version":"1.0","source":{"id":"2411.01236","kind":"arxiv","version":1}},"canonical_sha256":"25e236ad8f0b36e3f8cc0a34adbba64ab9c63df255ce84ead5700b7359a8c30a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"25e236ad8f0b36e3f8cc0a34adbba64ab9c63df255ce84ead5700b7359a8c30a","first_computed_at":"2026-07-05T09:30:27.253868Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:30:27.253868Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PKYnlE/n/wCrrXCJQkrDgoo7YpAR/8Sic5mJ6P9GRofDaCtYNntROmZtJFkM9bRpcitrHiVAywrPy1ORp3vcAg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:30:27.254375Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.01236","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:fa6666a1e562331268ef1a2b25cc4dc2d6d4a348e6834fa146a59e5555fd3c56","sha256:94bb2a29103c41aa8a8ef150c341aaf836457fb141d7a7909274aafb045fcfd8"],"state_sha256":"c24384691d27b7e4c45587954647f0a470720bdc0d4153b2f0c1b7a0e780c0fc"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HyFEp/JiV/Z8VsLHvpZvVrEkyOiH5MKD4CHjvbY3j2McjfoHDqIinMVV9xDd9AppBKAXKLmgs+59mNF11xLjDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-22T11:52:08.258297Z","bundle_sha256":"449ffbb225f924940e21800d33fbad2e5d9aa22d6057d90d5437702bbfa47127"}}