{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:3EID54XGSISOJEDQ2PZP2IMTZB","short_pith_number":"pith:3EID54XG","canonical_record":{"source":{"id":"2308.02152","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.RO","submitted_at":"2023-08-04T06:16:41Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"f4f9abae348e643780777e0a4136507ba8062fd664fa4bfa89c667a9077ee895","abstract_canon_sha256":"661ac87e2c37b190e006a82e5d3182d43f7e8131fd8d662374071c81c0ae492a"},"schema_version":"1.0"},"canonical_sha256":"d9103ef2e69224e49070d3f2fd2193c84dfc5bf2f2b1822096133b6e8f142a36","source":{"kind":"arxiv","id":"2308.02152","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2308.02152","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"arxiv_version","alias_value":"2308.02152v1","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2308.02152","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"pith_short_12","alias_value":"3EID54XGSISO","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"pith_short_16","alias_value":"3EID54XGSISOJEDQ","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"pith_short_8","alias_value":"3EID54XG","created_at":"2026-07-05T06:37:38Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:3EID54XGSISOJEDQ2PZP2IMTZB","target":"record","payload":{"canonical_record":{"source":{"id":"2308.02152","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.RO","submitted_at":"2023-08-04T06:16:41Z","cross_cats_sorted":["cs.CR"],"title_canon_sha256":"f4f9abae348e643780777e0a4136507ba8062fd664fa4bfa89c667a9077ee895","abstract_canon_sha256":"661ac87e2c37b190e006a82e5d3182d43f7e8131fd8d662374071c81c0ae492a"},"schema_version":"1.0"},"canonical_sha256":"d9103ef2e69224e49070d3f2fd2193c84dfc5bf2f2b1822096133b6e8f142a36","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:37:38.421607Z","signature_b64":"+WOvlo01fVOFRrckCkpuGW4902EHxoLAcHTj6qeRyciw6iZ9Nd1tQcU209ieat5/VklbL5KeJ2j3ky5ByFEhBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d9103ef2e69224e49070d3f2fd2193c84dfc5bf2f2b1822096133b6e8f142a36","last_reissued_at":"2026-07-05T06:37:38.421209Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:37:38.421209Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2308.02152","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":"2026-07-05T06:37:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vuvvRPqRW4ZudkQijeReO5dYDIXDXIrMZtD9fhO5whpD0nqG+AbryfLBRly/LFoGVT1c5DFImqIzTp/8g70qCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T20:48:06.647360Z"},"content_sha256":"5dbb46d50a8331ac99282b5e30b6719334f71c79904887c487b02a76001fc4b4","schema_version":"1.0","event_id":"sha256:5dbb46d50a8331ac99282b5e30b6719334f71c79904887c487b02a76001fc4b4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:3EID54XGSISOJEDQ2PZP2IMTZB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics","license":"http://creativecommons.org/publicdomain/zero/1.0/","headline":"","cross_cats":["cs.CR"],"primary_cat":"cs.RO","authors_text":"Gelei Deng, Martin Pinzger, Stefan Rass, V\\'ictor Mayoral-Vilches, Yi Liu","submitted_at":"2023-08-04T06:16:41Z","abstract_excerpt":"This paper addresses the prevalent lack of tools to facilitate and empower Game Theory and Artificial Intelligence (AI) research in cybersecurity. The primary contribution is the introduction of ExploitFlow (EF), an AI and Game Theory-driven modular library designed for cyber security exploitation. EF aims to automate attacks, combining exploits from various sources, and capturing system states post-action to reason about them and understand potential attack trees. The motivation behind EF is to bolster Game Theory and AI research in cybersecurity, with robotics as the initial focus. Results i"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2308.02152","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/2308.02152/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":"2026-07-05T06:37:38Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"b7N+3sDOOj2/FPw8171yHZt57SZG6gaZyITlJDVsakao7tMGtO6g4bsewJY3maUPevcosFuIby0Fz/R5lV6dAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T20:48:06.647852Z"},"content_sha256":"ab6775e1274e118fe1ed797830bcd57d3c58404af433b9282b8370a8cbfabf6d","schema_version":"1.0","event_id":"sha256:ab6775e1274e118fe1ed797830bcd57d3c58404af433b9282b8370a8cbfabf6d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3EID54XGSISOJEDQ2PZP2IMTZB/bundle.json","state_url":"https://pith.science/pith/3EID54XGSISOJEDQ2PZP2IMTZB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3EID54XGSISOJEDQ2PZP2IMTZB/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":"2026-08-04T20:48:06Z","links":{"resolver":"https://pith.science/pith/3EID54XGSISOJEDQ2PZP2IMTZB","bundle":"https://pith.science/pith/3EID54XGSISOJEDQ2PZP2IMTZB/bundle.json","state":"https://pith.science/pith/3EID54XGSISOJEDQ2PZP2IMTZB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3EID54XGSISOJEDQ2PZP2IMTZB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:3EID54XGSISOJEDQ2PZP2IMTZB","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":"661ac87e2c37b190e006a82e5d3182d43f7e8131fd8d662374071c81c0ae492a","cross_cats_sorted":["cs.CR"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.RO","submitted_at":"2023-08-04T06:16:41Z","title_canon_sha256":"f4f9abae348e643780777e0a4136507ba8062fd664fa4bfa89c667a9077ee895"},"schema_version":"1.0","source":{"id":"2308.02152","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2308.02152","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"arxiv_version","alias_value":"2308.02152v1","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2308.02152","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"pith_short_12","alias_value":"3EID54XGSISO","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"pith_short_16","alias_value":"3EID54XGSISOJEDQ","created_at":"2026-07-05T06:37:38Z"},{"alias_kind":"pith_short_8","alias_value":"3EID54XG","created_at":"2026-07-05T06:37:38Z"}],"graph_snapshots":[{"event_id":"sha256:ab6775e1274e118fe1ed797830bcd57d3c58404af433b9282b8370a8cbfabf6d","target":"graph","created_at":"2026-07-05T06:37:38Z","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/2308.02152/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper addresses the prevalent lack of tools to facilitate and empower Game Theory and Artificial Intelligence (AI) research in cybersecurity. The primary contribution is the introduction of ExploitFlow (EF), an AI and Game Theory-driven modular library designed for cyber security exploitation. EF aims to automate attacks, combining exploits from various sources, and capturing system states post-action to reason about them and understand potential attack trees. The motivation behind EF is to bolster Game Theory and AI research in cybersecurity, with robotics as the initial focus. Results i","authors_text":"Gelei Deng, Martin Pinzger, Stefan Rass, V\\'ictor Mayoral-Vilches, Yi Liu","cross_cats":["cs.CR"],"headline":"","license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.RO","submitted_at":"2023-08-04T06:16:41Z","title":"ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2308.02152","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":"sha256:5dbb46d50a8331ac99282b5e30b6719334f71c79904887c487b02a76001fc4b4","target":"record","created_at":"2026-07-05T06:37:38Z","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":"661ac87e2c37b190e006a82e5d3182d43f7e8131fd8d662374071c81c0ae492a","cross_cats_sorted":["cs.CR"],"license":"http://creativecommons.org/publicdomain/zero/1.0/","primary_cat":"cs.RO","submitted_at":"2023-08-04T06:16:41Z","title_canon_sha256":"f4f9abae348e643780777e0a4136507ba8062fd664fa4bfa89c667a9077ee895"},"schema_version":"1.0","source":{"id":"2308.02152","kind":"arxiv","version":1}},"canonical_sha256":"d9103ef2e69224e49070d3f2fd2193c84dfc5bf2f2b1822096133b6e8f142a36","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d9103ef2e69224e49070d3f2fd2193c84dfc5bf2f2b1822096133b6e8f142a36","first_computed_at":"2026-07-05T06:37:38.421209Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:37:38.421209Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"+WOvlo01fVOFRrckCkpuGW4902EHxoLAcHTj6qeRyciw6iZ9Nd1tQcU209ieat5/VklbL5KeJ2j3ky5ByFEhBw==","signature_status":"signed_v1","signed_at":"2026-07-05T06:37:38.421607Z","signed_message":"canonical_sha256_bytes"},"source_id":"2308.02152","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5dbb46d50a8331ac99282b5e30b6719334f71c79904887c487b02a76001fc4b4","sha256:ab6775e1274e118fe1ed797830bcd57d3c58404af433b9282b8370a8cbfabf6d"],"state_sha256":"4ddc504f855acbd2442c2c5b43321f075224a9894cf21642db30c35007ac1e83"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Emm8TtTvBTz8BrercCslsY5UDMXuVOT0YnRT4MnlPoQYxxJxpKlUJWva0z/Z1cxEO/L+WA+7VujIEm/FUpYZDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T20:48:06.652094Z","bundle_sha256":"6491812a24f57524c9e0e404d2ce1f432b23eeed0ad289a7a129fc929c979ac1"}}