Datasets:
Tasks:
Graph Machine Learning
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10M - 100M
License:
| { | |
| "totalTriples": 28075908, | |
| "uniqueSubjects": 2658922, | |
| "uniqueObjects": 4951319, | |
| "uniquePredicates": 128, | |
| "bySource": [ | |
| { | |
| "source": "cpe", | |
| "count": 13545566 | |
| }, | |
| { | |
| "source": "osv", | |
| "count": 7202861 | |
| }, | |
| { | |
| "source": "cve", | |
| "count": 3875509 | |
| }, | |
| { | |
| "source": "vulnrichment", | |
| "count": 1549549 | |
| }, | |
| { | |
| "source": "epss", | |
| "count": 694384 | |
| }, | |
| { | |
| "source": "ghsa", | |
| "count": 382938 | |
| }, | |
| { | |
| "source": "exploitdb", | |
| "count": 347263 | |
| }, | |
| { | |
| "source": "misp_galaxy", | |
| "count": 203459 | |
| }, | |
| { | |
| "source": "nuclei", | |
| "count": 98515 | |
| }, | |
| { | |
| "source": "attack", | |
| "count": 51907 | |
| }, | |
| { | |
| "source": "sigma", | |
| "count": 33498 | |
| }, | |
| { | |
| "source": "kev", | |
| "count": 17938 | |
| }, | |
| { | |
| "source": "cwe", | |
| "count": 14583 | |
| }, | |
| { | |
| "source": "loldrivers", | |
| "count": 11738 | |
| }, | |
| { | |
| "source": "atomic", | |
| "count": 11024 | |
| }, | |
| { | |
| "source": "d3fend", | |
| "count": 8154 | |
| }, | |
| { | |
| "source": "capec", | |
| "count": 8114 | |
| }, | |
| { | |
| "source": "euvd", | |
| "count": 4923 | |
| }, | |
| { | |
| "source": "nist_800_53", | |
| "count": 4786 | |
| }, | |
| { | |
| "source": "lolbas", | |
| "count": 3692 | |
| }, | |
| { | |
| "source": "car", | |
| "count": 1617 | |
| }, | |
| { | |
| "source": "engage", | |
| "count": 1464 | |
| }, | |
| { | |
| "source": "atlas", | |
| "count": 1373 | |
| }, | |
| { | |
| "source": "f3", | |
| "count": 1053 | |
| } | |
| ], | |
| "topPredicates": [ | |
| { | |
| "predicate": "rdf:type", | |
| "count": 2964440 | |
| }, | |
| { | |
| "predicate": "affects-package", | |
| "count": 2956111 | |
| }, | |
| { | |
| "predicate": "product", | |
| "count": 2207280 | |
| }, | |
| { | |
| "predicate": "vendor", | |
| "count": 2207260 | |
| }, | |
| { | |
| "predicate": "title", | |
| "count": 1672023 | |
| }, | |
| { | |
| "predicate": "modified", | |
| "count": 1671855 | |
| }, | |
| { | |
| "predicate": "created", | |
| "count": 1671852 | |
| }, | |
| { | |
| "predicate": "part", | |
| "count": 1668619 | |
| }, | |
| { | |
| "predicate": "version", | |
| "count": 1668617 | |
| }, | |
| { | |
| "predicate": "date-published", | |
| "count": 1136264 | |
| }, | |
| { | |
| "predicate": "fixed-in", | |
| "count": 1011883 | |
| }, | |
| { | |
| "predicate": "ecosystem", | |
| "count": 924800 | |
| }, | |
| { | |
| "predicate": "date-modified", | |
| "count": 579034 | |
| }, | |
| { | |
| "predicate": "state", | |
| "count": 508587 | |
| }, | |
| { | |
| "predicate": "assigner", | |
| "count": 508587 | |
| }, | |
| { | |
| "predicate": "date-updated", | |
| "count": 508587 | |
| }, | |
| { | |
| "predicate": "description", | |
| "count": 437032 | |
| }, | |
| { | |
| "predicate": "summary", | |
| "count": 424625 | |
| }, | |
| { | |
| "predicate": "epss-score", | |
| "count": 347192 | |
| }, | |
| { | |
| "predicate": "epss-percentile", | |
| "count": 347192 | |
| }, | |
| { | |
| "predicate": "cvss-vector", | |
| "count": 309284 | |
| }, | |
| { | |
| "predicate": "related-weakness", | |
| "count": 267239 | |
| }, | |
| { | |
| "predicate": "platform", | |
| "count": 193374 | |
| }, | |
| { | |
| "predicate": "cvss-base-score", | |
| "count": 176155 | |
| }, | |
| { | |
| "predicate": "cvss-severity", | |
| "count": 170523 | |
| } | |
| ], | |
| "topConnectedEntities": [ | |
| { | |
| "entity": "Platform", | |
| "count": 1766944 | |
| }, | |
| { | |
| "entity": "application", | |
| "count": 1466963 | |
| }, | |
| { | |
| "entity": "OSVulnerability", | |
| "count": 545886 | |
| }, | |
| { | |
| "entity": "PUBLISHED", | |
| "count": 508587 | |
| }, | |
| { | |
| "entity": "Vulnerability", | |
| "count": 508587 | |
| }, | |
| { | |
| "entity": "npm", | |
| "count": 224079 | |
| }, | |
| { | |
| "entity": "2025-11-11", | |
| "count": 155018 | |
| }, | |
| { | |
| "entity": "operating_system", | |
| "count": 140089 | |
| }, | |
| { | |
| "entity": "mitre", | |
| "count": 135492 | |
| }, | |
| { | |
| "entity": "Linux", | |
| "count": 127147 | |
| }, | |
| { | |
| "entity": "partial", | |
| "count": 106995 | |
| }, | |
| { | |
| "entity": "MEDIUM", | |
| "count": 100860 | |
| }, | |
| { | |
| "entity": "Microsoft", | |
| "count": 95869 | |
| }, | |
| { | |
| "entity": "2025-11-12", | |
| "count": 94329 | |
| }, | |
| { | |
| "entity": "HIGH", | |
| "count": 88217 | |
| } | |
| ], | |
| "crossSourceLinks": [ | |
| { | |
| "from": "cve", | |
| "to": "cwe", | |
| "count": 152442, | |
| "predicate": "related-weakness" | |
| }, | |
| { | |
| "from": "vulnrichment", | |
| "to": "cpe", | |
| "count": 82078, | |
| "predicate": "adp-affects-cpe" | |
| }, | |
| { | |
| "from": "osv", | |
| "to": "cwe", | |
| "count": 72613, | |
| "predicate": "related-weakness" | |
| }, | |
| { | |
| "from": "osv", | |
| "to": "cve", | |
| "count": 54361, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "osv", | |
| "to": "epss", | |
| "count": 54347, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "ghsa", | |
| "to": "cwe", | |
| "count": 38262, | |
| "predicate": "related-weakness" | |
| }, | |
| { | |
| "from": "vulnrichment", | |
| "to": "cwe", | |
| "count": 33824, | |
| "predicate": "adp-related-weakness" | |
| }, | |
| { | |
| "from": "osv", | |
| "to": "vulnrichment", | |
| "count": 32351, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "exploitdb", | |
| "to": "cve", | |
| "count": 30380, | |
| "predicate": "exploits-cve" | |
| }, | |
| { | |
| "from": "exploitdb", | |
| "to": "epss", | |
| "count": 30380, | |
| "predicate": "exploits-cve" | |
| }, | |
| { | |
| "from": "ghsa", | |
| "to": "epss", | |
| "count": 28295, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "ghsa", | |
| "to": "cve", | |
| "count": 28295, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "cve", | |
| "to": "cpe", | |
| "count": 25737, | |
| "predicate": "affects-cpe" | |
| }, | |
| { | |
| "from": "ghsa", | |
| "to": "osv", | |
| "count": 22701, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "attack", | |
| "to": "d3fend", | |
| "count": 18329, | |
| "predicate": "uses" | |
| }, | |
| { | |
| "from": "ghsa", | |
| "to": "vulnrichment", | |
| "count": 16115, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "nist_800_53", | |
| "to": "d3fend", | |
| "count": 4378, | |
| "predicate": "mitigates-technique" | |
| }, | |
| { | |
| "from": "nist_800_53", | |
| "to": "attack", | |
| "count": 4378, | |
| "predicate": "mitigates-technique" | |
| }, | |
| { | |
| "from": "sigma", | |
| "to": "attack", | |
| "count": 3948, | |
| "predicate": "detects-technique" | |
| }, | |
| { | |
| "from": "sigma", | |
| "to": "d3fend", | |
| "count": 3725, | |
| "predicate": "detects-technique" | |
| }, | |
| { | |
| "from": "misp_galaxy", | |
| "to": "attack", | |
| "count": 3272, | |
| "predicate": "related-attack-id" | |
| }, | |
| { | |
| "from": "atomic", | |
| "to": "attack", | |
| "count": 1811, | |
| "predicate": "tests-technique" | |
| }, | |
| { | |
| "from": "misp_galaxy", | |
| "to": "d3fend", | |
| "count": 1704, | |
| "predicate": "related-attack-id" | |
| }, | |
| { | |
| "from": "exploitdb", | |
| "to": "vulnrichment", | |
| "count": 1679, | |
| "predicate": "exploits-cve" | |
| }, | |
| { | |
| "from": "atomic", | |
| "to": "d3fend", | |
| "count": 1644, | |
| "predicate": "tests-technique" | |
| }, | |
| { | |
| "from": "euvd", | |
| "to": "cve", | |
| "count": 1641, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "euvd", | |
| "to": "epss", | |
| "count": 1641, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "euvd", | |
| "to": "vulnrichment", | |
| "count": 1639, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "euvd", | |
| "to": "kev", | |
| "count": 1637, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "kev", | |
| "to": "cwe", | |
| "count": 1506, | |
| "predicate": "related-weakness" | |
| }, | |
| { | |
| "from": "exploitdb", | |
| "to": "osv", | |
| "count": 1319, | |
| "predicate": "exploits-cve" | |
| }, | |
| { | |
| "from": "capec", | |
| "to": "cwe", | |
| "count": 1213, | |
| "predicate": "related-weakness" | |
| }, | |
| { | |
| "from": "cwe", | |
| "to": "capec", | |
| "count": 1211, | |
| "predicate": "related-attack-pattern" | |
| }, | |
| { | |
| "from": "osv", | |
| "to": "nuclei", | |
| "count": 1143, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "exploitdb", | |
| "to": "nuclei", | |
| "count": 1096, | |
| "predicate": "exploits-cve" | |
| }, | |
| { | |
| "from": "exploitdb", | |
| "to": "kev", | |
| "count": 779, | |
| "predicate": "exploits-cve" | |
| }, | |
| { | |
| "from": "attack", | |
| "to": "f3", | |
| "count": 724, | |
| "predicate": "uses" | |
| }, | |
| { | |
| "from": "ghsa", | |
| "to": "nuclei", | |
| "count": 723, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "loldrivers", | |
| "to": "d3fend", | |
| "count": 659, | |
| "predicate": "maps-to-technique" | |
| }, | |
| { | |
| "from": "loldrivers", | |
| "to": "attack", | |
| "count": 659, | |
| "predicate": "maps-to-technique" | |
| }, | |
| { | |
| "from": "engage", | |
| "to": "d3fend", | |
| "count": 656, | |
| "predicate": "vulnerability-of" | |
| }, | |
| { | |
| "from": "engage", | |
| "to": "attack", | |
| "count": 656, | |
| "predicate": "vulnerability-of" | |
| }, | |
| { | |
| "from": "d3fend", | |
| "to": "attack", | |
| "count": 527, | |
| "predicate": "child-of" | |
| }, | |
| { | |
| "from": "lolbas", | |
| "to": "attack", | |
| "count": 475, | |
| "predicate": "maps-to-technique" | |
| }, | |
| { | |
| "from": "lolbas", | |
| "to": "d3fend", | |
| "count": 475, | |
| "predicate": "maps-to-technique" | |
| }, | |
| { | |
| "from": "euvd", | |
| "to": "nuclei", | |
| "count": 455, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "osv", | |
| "to": "kev", | |
| "count": 288, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "capec", | |
| "to": "attack", | |
| "count": 272, | |
| "predicate": "maps-to-technique" | |
| }, | |
| { | |
| "from": "capec", | |
| "to": "d3fend", | |
| "count": 272, | |
| "predicate": "maps-to-technique" | |
| }, | |
| { | |
| "from": "nist_800_53", | |
| "to": "f3", | |
| "count": 225, | |
| "predicate": "mitigates-technique" | |
| }, | |
| { | |
| "from": "euvd", | |
| "to": "osv", | |
| "count": 219, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "car", | |
| "to": "attack", | |
| "count": 194, | |
| "predicate": "covers-tactic" | |
| }, | |
| { | |
| "from": "car", | |
| "to": "d3fend", | |
| "count": 159, | |
| "predicate": "detects-technique" | |
| }, | |
| { | |
| "from": "ghsa", | |
| "to": "kev", | |
| "count": 125, | |
| "predicate": "related-cve" | |
| }, | |
| { | |
| "from": "f3", | |
| "to": "attack", | |
| "count": 121, | |
| "predicate": "belongs-to-tactic" | |
| }, | |
| { | |
| "from": "atlas", | |
| "to": "d3fend", | |
| "count": 111, | |
| "predicate": "belongs-to-tactic" | |
| }, | |
| { | |
| "from": "misp_galaxy", | |
| "to": "f3", | |
| "count": 109, | |
| "predicate": "related-attack-id" | |
| }, | |
| { | |
| "from": "sigma", | |
| "to": "f3", | |
| "count": 98, | |
| "predicate": "detects-technique" | |
| }, | |
| { | |
| "from": "atomic", | |
| "to": "f3", | |
| "count": 88, | |
| "predicate": "tests-technique" | |
| }, | |
| { | |
| "from": "car", | |
| "to": "f3", | |
| "count": 65, | |
| "predicate": "covers-tactic" | |
| }, | |
| { | |
| "from": "d3fend", | |
| "to": "f3", | |
| "count": 61, | |
| "predicate": "child-of" | |
| }, | |
| { | |
| "from": "d3fend", | |
| "to": "atlas", | |
| "count": 56, | |
| "predicate": "child-of" | |
| }, | |
| { | |
| "from": "engage", | |
| "to": "f3", | |
| "count": 54, | |
| "predicate": "vulnerability-of" | |
| }, | |
| { | |
| "from": "atlas", | |
| "to": "attack", | |
| "count": 34, | |
| "predicate": "related-attack-technique" | |
| }, | |
| { | |
| "from": "capec", | |
| "to": "f3", | |
| "count": 22, | |
| "predicate": "maps-to-technique" | |
| }, | |
| { | |
| "from": "f3", | |
| "to": "d3fend", | |
| "count": 17, | |
| "predicate": "subtechnique-of" | |
| }, | |
| { | |
| "from": "atlas", | |
| "to": "f3", | |
| "count": 7, | |
| "predicate": "related-attack-technique" | |
| }, | |
| { | |
| "from": "lolbas", | |
| "to": "f3", | |
| "count": 2, | |
| "predicate": "maps-to-technique" | |
| }, | |
| { | |
| "from": "nuclei", | |
| "to": "cwe", | |
| "count": 1, | |
| "predicate": "related-weakness" | |
| } | |
| ], | |
| "generatedAt": "2026-07-13T09:13:04Z", | |
| "sourceDetails": { | |
| "attack": { | |
| "triples": 51907, | |
| "entities": 3613, | |
| "predicates": 22 | |
| }, | |
| "attack/enterprise": { | |
| "triples": 43739, | |
| "entities": 2830, | |
| "predicates": 21 | |
| }, | |
| "attack/mobile": { | |
| "triples": 5579, | |
| "entities": 530, | |
| "predicates": 19 | |
| }, | |
| "attack/ics": { | |
| "triples": 4266, | |
| "entities": 387, | |
| "predicates": 20 | |
| }, | |
| "atlas": { | |
| "triples": 1373, | |
| "entities": 243, | |
| "predicates": 9 | |
| }, | |
| "capec": { | |
| "triples": 8114, | |
| "entities": 558, | |
| "predicates": 16 | |
| }, | |
| "car": { | |
| "triples": 1617, | |
| "entities": 102, | |
| "predicates": 13 | |
| }, | |
| "cpe": { | |
| "triples": 13545566, | |
| "entities": 1766927, | |
| "predicates": 9 | |
| }, | |
| "cve": { | |
| "triples": 3875509, | |
| "entities": 347237, | |
| "predicates": 13 | |
| }, | |
| "cwe": { | |
| "triples": 14583, | |
| "entities": 944, | |
| "predicates": 17 | |
| }, | |
| "d3fend": { | |
| "triples": 8154, | |
| "entities": 1934, | |
| "predicates": 8 | |
| }, | |
| "engage": { | |
| "triples": 1464, | |
| "entities": 52, | |
| "predicates": 6 | |
| }, | |
| "epss": { | |
| "triples": 694384, | |
| "entities": 347192, | |
| "predicates": 2 | |
| }, | |
| "exploitdb": { | |
| "triples": 347263, | |
| "entities": 46636, | |
| "predicates": 8 | |
| }, | |
| "ghsa": { | |
| "triples": 382938, | |
| "entities": 33148, | |
| "predicates": 10 | |
| }, | |
| "kev": { | |
| "triples": 17938, | |
| "entities": 1637, | |
| "predicates": 11 | |
| }, | |
| "sigma": { | |
| "triples": 33498, | |
| "entities": 3302, | |
| "predicates": 11 | |
| }, | |
| "misp_galaxy": { | |
| "triples": 203459, | |
| "entities": 37398, | |
| "predicates": 18 | |
| }, | |
| "vulnrichment": { | |
| "triples": 1549549, | |
| "entities": 161350, | |
| "predicates": 12 | |
| }, | |
| "lolbas": { | |
| "triples": 3692, | |
| "entities": 239, | |
| "predicates": 9 | |
| }, | |
| "loldrivers": { | |
| "triples": 11738, | |
| "entities": 660, | |
| "predicates": 9 | |
| }, | |
| "atomic": { | |
| "triples": 11024, | |
| "entities": 1811, | |
| "predicates": 6 | |
| }, | |
| "nist_800_53": { | |
| "triples": 4786, | |
| "entities": 102, | |
| "predicates": 5 | |
| }, | |
| "nuclei": { | |
| "triples": 98515, | |
| "entities": 12788, | |
| "predicates": 9 | |
| }, | |
| "euvd": { | |
| "triples": 4923, | |
| "entities": 1641, | |
| "predicates": 3 | |
| }, | |
| "osv": { | |
| "triples": 7202861, | |
| "entities": 511980, | |
| "predicates": 10 | |
| } | |
| } | |
| } | |