{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:LGSZREDKVGA4WEECRZSFTVTSF4","short_pith_number":"pith:LGSZREDK","canonical_record":{"source":{"id":"2602.14345","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-02-15T23:25:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"2f36ed4973fd48c1bce5484fe8d9a6a4781d5a4c8828680ed250efc62cfc0f0c","abstract_canon_sha256":"580cfca00aaacf9bd1ccb5f0f9efb291adbfc72ce586c20027f9af4ae55eecd3"},"schema_version":"1.0"},"canonical_sha256":"59a598906aa981cb10828e6459d6722f10aa5baf3ac2207ea4de674f40f8da23","source":{"kind":"arxiv","id":"2602.14345","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.14345","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"arxiv_version","alias_value":"2602.14345v2","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.14345","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"pith_short_12","alias_value":"LGSZREDKVGA4","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"pith_short_16","alias_value":"LGSZREDKVGA4WEEC","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"pith_short_8","alias_value":"LGSZREDK","created_at":"2026-06-23T02:13:21Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:LGSZREDKVGA4WEECRZSFTVTSF4","target":"record","payload":{"canonical_record":{"source":{"id":"2602.14345","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-02-15T23:25:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"2f36ed4973fd48c1bce5484fe8d9a6a4781d5a4c8828680ed250efc62cfc0f0c","abstract_canon_sha256":"580cfca00aaacf9bd1ccb5f0f9efb291adbfc72ce586c20027f9af4ae55eecd3"},"schema_version":"1.0"},"canonical_sha256":"59a598906aa981cb10828e6459d6722f10aa5baf3ac2207ea4de674f40f8da23","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-23T02:13:21.147333Z","signature_b64":"vouFKIcgKniKMqMjmZYGM/P8C+yA7R56Q5MM09XNmPNkTsNNOpBGdDoqwQF/V4jXov996iIjgi7YC47azRzTAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"59a598906aa981cb10828e6459d6722f10aa5baf3ac2207ea4de674f40f8da23","last_reissued_at":"2026-06-23T02:13:21.146889Z","signature_status":"signed_v1","first_computed_at":"2026-06-23T02:13:21.146889Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2602.14345","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-23T02:13:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VpQH8vUQ2MfcbFjLLvqxBdgXIJnOWts9af25DILU+KhSLnZtXOrijIOOzdgPOaBB+hxFfAey8S8+32nRYJamBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-28T07:42:17.878977Z"},"content_sha256":"2bf210ac9d2066a710de68aeb29eb8dc7180cfb49e57d3b8c4e571cdfafb0099","schema_version":"1.0","event_id":"sha256:2bf210ac9d2066a710de68aeb29eb8dc7180cfb49e57d3b8c4e571cdfafb0099"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:LGSZREDKVGA4WEECRZSFTVTSF4","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"AXE: Grey-Box Exploitability Confirmation for Localized Vulnerability Reports","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CR","authors_text":"Amirali Sajadi, Kostadin Damevski, Preetha Chatterjee, Tu Nguyen","submitted_at":"2026-02-15T23:25:14Z","abstract_excerpt":"Vulnerability detection tools are widely adopted in software projects, yet they often overwhelm maintainers with false positives and non-actionable reports. Automated exploitation systems can help validate these reports; however, existing approaches typically operate in isolation from detection pipelines, failing to leverage readily available metadata such as vulnerability type and source-code location. In this paper, we investigate how reported security vulnerabilities can be assessed in a realistic grey-box exploitation setting that leverages minimal vulnerability metadata, specifically a CW"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.14345","kind":"arxiv","version":2},"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/2602.14345/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":"2026-06-23T02:13:21Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dBX9zGRuKf3Ei+uxKdy5KDcZiGJq7C0ZCA235yDU/m/DlFVadDIRCr3BqRtbnfCc05M/+P7NYl9lpnsn4mj8Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-28T07:42:17.879368Z"},"content_sha256":"09b0a7b232abe66efe0632a6c6b5d1b9a34d048d2a59fa51fb867e99344df60b","schema_version":"1.0","event_id":"sha256:09b0a7b232abe66efe0632a6c6b5d1b9a34d048d2a59fa51fb867e99344df60b"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LGSZREDKVGA4WEECRZSFTVTSF4/bundle.json","state_url":"https://pith.science/pith/LGSZREDKVGA4WEECRZSFTVTSF4/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LGSZREDKVGA4WEECRZSFTVTSF4/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":"2026-06-28T07:42:17Z","links":{"resolver":"https://pith.science/pith/LGSZREDKVGA4WEECRZSFTVTSF4","bundle":"https://pith.science/pith/LGSZREDKVGA4WEECRZSFTVTSF4/bundle.json","state":"https://pith.science/pith/LGSZREDKVGA4WEECRZSFTVTSF4/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LGSZREDKVGA4WEECRZSFTVTSF4/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:LGSZREDKVGA4WEECRZSFTVTSF4","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":"580cfca00aaacf9bd1ccb5f0f9efb291adbfc72ce586c20027f9af4ae55eecd3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-02-15T23:25:14Z","title_canon_sha256":"2f36ed4973fd48c1bce5484fe8d9a6a4781d5a4c8828680ed250efc62cfc0f0c"},"schema_version":"1.0","source":{"id":"2602.14345","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.14345","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"arxiv_version","alias_value":"2602.14345v2","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.14345","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"pith_short_12","alias_value":"LGSZREDKVGA4","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"pith_short_16","alias_value":"LGSZREDKVGA4WEEC","created_at":"2026-06-23T02:13:21Z"},{"alias_kind":"pith_short_8","alias_value":"LGSZREDK","created_at":"2026-06-23T02:13:21Z"}],"graph_snapshots":[{"event_id":"sha256:09b0a7b232abe66efe0632a6c6b5d1b9a34d048d2a59fa51fb867e99344df60b","target":"graph","created_at":"2026-06-23T02:13:21Z","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/2602.14345/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Vulnerability detection tools are widely adopted in software projects, yet they often overwhelm maintainers with false positives and non-actionable reports. Automated exploitation systems can help validate these reports; however, existing approaches typically operate in isolation from detection pipelines, failing to leverage readily available metadata such as vulnerability type and source-code location. In this paper, we investigate how reported security vulnerabilities can be assessed in a realistic grey-box exploitation setting that leverages minimal vulnerability metadata, specifically a CW","authors_text":"Amirali Sajadi, Kostadin Damevski, Preetha Chatterjee, Tu Nguyen","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-02-15T23:25:14Z","title":"AXE: Grey-Box Exploitability Confirmation for Localized Vulnerability Reports"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.14345","kind":"arxiv","version":2},"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":"sha256:2bf210ac9d2066a710de68aeb29eb8dc7180cfb49e57d3b8c4e571cdfafb0099","target":"record","created_at":"2026-06-23T02:13:21Z","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":"580cfca00aaacf9bd1ccb5f0f9efb291adbfc72ce586c20027f9af4ae55eecd3","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CR","submitted_at":"2026-02-15T23:25:14Z","title_canon_sha256":"2f36ed4973fd48c1bce5484fe8d9a6a4781d5a4c8828680ed250efc62cfc0f0c"},"schema_version":"1.0","source":{"id":"2602.14345","kind":"arxiv","version":2}},"canonical_sha256":"59a598906aa981cb10828e6459d6722f10aa5baf3ac2207ea4de674f40f8da23","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"59a598906aa981cb10828e6459d6722f10aa5baf3ac2207ea4de674f40f8da23","first_computed_at":"2026-06-23T02:13:21.146889Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T02:13:21.146889Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vouFKIcgKniKMqMjmZYGM/P8C+yA7R56Q5MM09XNmPNkTsNNOpBGdDoqwQF/V4jXov996iIjgi7YC47azRzTAA==","signature_status":"signed_v1","signed_at":"2026-06-23T02:13:21.147333Z","signed_message":"canonical_sha256_bytes"},"source_id":"2602.14345","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2bf210ac9d2066a710de68aeb29eb8dc7180cfb49e57d3b8c4e571cdfafb0099","sha256:09b0a7b232abe66efe0632a6c6b5d1b9a34d048d2a59fa51fb867e99344df60b"],"state_sha256":"e7e9e7d53de0dab95be7ab17c8fcf1799f3b049f75f21f18ab4a4ed897ed6e86"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CB5pw76MMp52j4ur777Cp963XQJMXw1j02NdIdbThK2P5gst6ot2HnYE3ZVSjQeK2AuTBS9YOSkCNIQpyi+1Ag==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-28T07:42:17.881376Z","bundle_sha256":"1fccb2a65542e3babe745c5556922096cbe193570b4a4d8140c69f56a6a0204b"}}