Nobody05/security
Security Knowledge Graph Triples Security data from 24 sources represented as Subject-Predicate-Object (SPO) triples in Parquet format, ready for knowledge-graph construction, graph-ML, RAG pipelines, and threat-intelligence analysis. Sources: ATT&CK · CAPEC · CWE · CVE · CPE · D3FEND · ATLAS · CAR · ENGAGE · F3 · EPSS · KEV · Vulnrichment · GHSA · Sigma · ExploitDB · MISP Galaxies · LOLBAS · LOLDrivers · Atomic Red Team · NIST 800-53 · Nuclei · EUVD · OSV Last updated:… See the full description on the dataset page: https://huggingface.co/datasets/Nobody05/security.
0178
1{2 "totalTriples": 3875509,3 "uniqueSubjects": 347237,4 "uniqueObjects": 970550,5 "uniquePredicates": 13,6 "bySource": [7 {8 "source": "cve",9 "count": 387550910 }11 ],12 "topPredicates": [13 {14 "predicate": "product",15 "count": 53728716 },17 {18 "predicate": "vendor",19 "count": 53725720 },21 {22 "predicate": "rdf:type",23 "count": 34723724 },25 {26 "predicate": "date-published",27 "count": 34723728 },29 {30 "predicate": "assigner",31 "count": 34723732 },33 {34 "predicate": "date-updated",35 "count": 34723736 },37 {38 "predicate": "state",39 "count": 34723740 },41 {42 "predicate": "description",43 "count": 33910244 },45 {46 "predicate": "cvss-severity",47 "count": 17052348 },49 {50 "predicate": "cvss-base-score",51 "count": 17052352 },53 {54 "predicate": "related-weakness",55 "count": 15347856 },57 {58 "predicate": "platform",59 "count": 13865160 },61 {62 "predicate": "affects-cpe",63 "count": 9250364 }65 ],66 "topConnectedEntities": [67 {68 "entity": "Vulnerability",69 "count": 34723770 },71 {72 "entity": "PUBLISHED",73 "count": 34723774 },75 {76 "entity": "mitre",77 "count": 11396678 },79 {80 "entity": "Microsoft",81 "count": 9548882 },83 {84 "entity": "MEDIUM",85 "count": 8451386 },87 {88 "entity": "x64-based Systems",89 "count": 6971590 },91 {92 "entity": "Linux",93 "count": 6549394 },95 {96 "entity": "HIGH",97 "count": 6130298 },99 {100 "entity": "CWE-79",101 "count": 24712102 },103 {104 "entity": "32-bit Systems",105 "count": 24381106 },107 {108 "entity": "ARM64-based Systems",109 "count": 19045110 },111 {112 "entity": "Siemens",113 "count": 17684114 },115 {116 "entity": "Patchstack",117 "count": 16941118 },119 {120 "entity": "GitHub_M",121 "count": 16938122 },123 {124 "entity": "Red Hat",125 "count": 16908126 }127 ],128 "crossSourceLinks": [],129 "generatedAt": "2026-07-13T09:13:09Z"130}131 