{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:RMXZMTM2NEWZX2BQ4W6GTI23YD","short_pith_number":"pith:RMXZMTM2","canonical_record":{"source":{"id":"2502.11070","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-02-16T10:33:37Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"6ad119352bb217360fe1498da1573fceecef5bace6d8e0f05b49323f7e492561","abstract_canon_sha256":"c643c15f972a6cf6e01c411bbabe14800b2ab2b4839627f6ee93c7f06d50d6d1"},"schema_version":"1.0"},"canonical_sha256":"8b2f964d9a692d9be830e5bc69a35bc0d69e02370b5759345d5096b6b2f65404","source":{"kind":"arxiv","id":"2502.11070","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.11070","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"arxiv_version","alias_value":"2502.11070v1","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.11070","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"pith_short_12","alias_value":"RMXZMTM2NEWZ","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"pith_short_16","alias_value":"RMXZMTM2NEWZX2BQ","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"pith_short_8","alias_value":"RMXZMTM2","created_at":"2026-07-05T10:15:03Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:RMXZMTM2NEWZX2BQ4W6GTI23YD","target":"record","payload":{"canonical_record":{"source":{"id":"2502.11070","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-02-16T10:33:37Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"6ad119352bb217360fe1498da1573fceecef5bace6d8e0f05b49323f7e492561","abstract_canon_sha256":"c643c15f972a6cf6e01c411bbabe14800b2ab2b4839627f6ee93c7f06d50d6d1"},"schema_version":"1.0"},"canonical_sha256":"8b2f964d9a692d9be830e5bc69a35bc0d69e02370b5759345d5096b6b2f65404","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:15:03.345844Z","signature_b64":"YlKn3zOqP6ROXtHshRHqL3ZSBMzEKDrfkYQdkoG0zDsLetSiUvKAnRXJDuOavLJ+evViBNS8TRNirixoDpQmAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8b2f964d9a692d9be830e5bc69a35bc0d69e02370b5759345d5096b6b2f65404","last_reissued_at":"2026-07-05T10:15:03.345298Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:15:03.345298Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2502.11070","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":"2026-07-05T10:15:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0qYuGJVZhZCjzPq8zphnh6s/rliBWtEF8zJ5MJvqmfyBCeUpVUxnSYX8lXMsFYpUhEZbmXJ8lGik+3+kbhEZBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T14:47:00.377851Z"},"content_sha256":"44e985a66971a3b5777ca7d0dc953acc6678233c65b56f1a8a8e514376e9a041","schema_version":"1.0","event_id":"sha256:44e985a66971a3b5777ca7d0dc953acc6678233c65b56f1a8a8e514376e9a041"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:RMXZMTM2NEWZX2BQ4W6GTI23YD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Survey on Vulnerability Prioritization: Taxonomy, Metrics, and Research Challenges","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CR","authors_text":"Biplab Sikdar, Hoon Wei Lim, Nay Oo, Qiaoran Meng, Yuning Jiang","submitted_at":"2025-02-16T10:33:37Z","abstract_excerpt":"In the highly interconnected digital landscape of today, safeguarding complex infrastructures against cyber threats has become increasingly challenging due to the exponential growth in the number and complexity of vulnerabilities. Resource constraints necessitate effective vulnerability prioritization strategies, focusing efforts on the most critical risks. This paper presents a systematic literature review of 82 studies, introducing a novel taxonomy that categorizes metrics into severity, exploitability, contextual factors, predictive indicators, and aggregation methods. Our analysis reveals "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.11070","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/2502.11070/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":"2026-07-05T10:15:03Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+iVkXsFge1tSlGSUY6dyF3SQYmVe7tmyKZSWGzafWUpoPmWhLsnvHZi6Uw5/9jqI3zenQQjeGq8i4ibOPGLKAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T14:47:00.378358Z"},"content_sha256":"b9f92d9d33c59b11cffef0e686d98a800e0c7f39b35a99637d70d058d6d6e044","schema_version":"1.0","event_id":"sha256:b9f92d9d33c59b11cffef0e686d98a800e0c7f39b35a99637d70d058d6d6e044"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RMXZMTM2NEWZX2BQ4W6GTI23YD/bundle.json","state_url":"https://pith.science/pith/RMXZMTM2NEWZX2BQ4W6GTI23YD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RMXZMTM2NEWZX2BQ4W6GTI23YD/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":"2026-08-06T14:47:00Z","links":{"resolver":"https://pith.science/pith/RMXZMTM2NEWZX2BQ4W6GTI23YD","bundle":"https://pith.science/pith/RMXZMTM2NEWZX2BQ4W6GTI23YD/bundle.json","state":"https://pith.science/pith/RMXZMTM2NEWZX2BQ4W6GTI23YD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RMXZMTM2NEWZX2BQ4W6GTI23YD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:RMXZMTM2NEWZX2BQ4W6GTI23YD","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":"c643c15f972a6cf6e01c411bbabe14800b2ab2b4839627f6ee93c7f06d50d6d1","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-02-16T10:33:37Z","title_canon_sha256":"6ad119352bb217360fe1498da1573fceecef5bace6d8e0f05b49323f7e492561"},"schema_version":"1.0","source":{"id":"2502.11070","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.11070","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"arxiv_version","alias_value":"2502.11070v1","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.11070","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"pith_short_12","alias_value":"RMXZMTM2NEWZ","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"pith_short_16","alias_value":"RMXZMTM2NEWZX2BQ","created_at":"2026-07-05T10:15:03Z"},{"alias_kind":"pith_short_8","alias_value":"RMXZMTM2","created_at":"2026-07-05T10:15:03Z"}],"graph_snapshots":[{"event_id":"sha256:b9f92d9d33c59b11cffef0e686d98a800e0c7f39b35a99637d70d058d6d6e044","target":"graph","created_at":"2026-07-05T10:15:03Z","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/2502.11070/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the highly interconnected digital landscape of today, safeguarding complex infrastructures against cyber threats has become increasingly challenging due to the exponential growth in the number and complexity of vulnerabilities. Resource constraints necessitate effective vulnerability prioritization strategies, focusing efforts on the most critical risks. This paper presents a systematic literature review of 82 studies, introducing a novel taxonomy that categorizes metrics into severity, exploitability, contextual factors, predictive indicators, and aggregation methods. Our analysis reveals ","authors_text":"Biplab Sikdar, Hoon Wei Lim, Nay Oo, Qiaoran Meng, Yuning Jiang","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-02-16T10:33:37Z","title":"A Survey on Vulnerability Prioritization: Taxonomy, Metrics, and Research Challenges"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.11070","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":"sha256:44e985a66971a3b5777ca7d0dc953acc6678233c65b56f1a8a8e514376e9a041","target":"record","created_at":"2026-07-05T10:15:03Z","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":"c643c15f972a6cf6e01c411bbabe14800b2ab2b4839627f6ee93c7f06d50d6d1","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2025-02-16T10:33:37Z","title_canon_sha256":"6ad119352bb217360fe1498da1573fceecef5bace6d8e0f05b49323f7e492561"},"schema_version":"1.0","source":{"id":"2502.11070","kind":"arxiv","version":1}},"canonical_sha256":"8b2f964d9a692d9be830e5bc69a35bc0d69e02370b5759345d5096b6b2f65404","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8b2f964d9a692d9be830e5bc69a35bc0d69e02370b5759345d5096b6b2f65404","first_computed_at":"2026-07-05T10:15:03.345298Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:15:03.345298Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"YlKn3zOqP6ROXtHshRHqL3ZSBMzEKDrfkYQdkoG0zDsLetSiUvKAnRXJDuOavLJ+evViBNS8TRNirixoDpQmAg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:15:03.345844Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.11070","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:44e985a66971a3b5777ca7d0dc953acc6678233c65b56f1a8a8e514376e9a041","sha256:b9f92d9d33c59b11cffef0e686d98a800e0c7f39b35a99637d70d058d6d6e044"],"state_sha256":"b4164adc20d8169f5678b5ed3961298de31386a9b4196fc2691d40715afc5d81"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"o0+1UoIKyUVU6KejkAI8H3GPvf4bAznMJr7u3xankhthbYfLflNa2TPlXLjOvD+WgtcYB2aZR6wMuuApIofJBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T14:47:00.382214Z","bundle_sha256":"de4a8e61b9d3eacc128a8426c6cff33fbb4aa545b32de193343f43051632dcec"}}