Manusagents/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/Manusagents/security.
0269
1{2 "totalTriples": 7202861,3 "uniqueSubjects": 511980,4 "uniqueObjects": 805728,5 "uniquePredicates": 10,6 "bySource": [7 {8 "source": "osv",9 "count": 720286110 }11 ],12 "topPredicates": [13 {14 "predicate": "affects-package",15 "count": 289498716 },17 {18 "predicate": "fixed-in",19 "count": 95812520 },21 {22 "predicate": "ecosystem",23 "count": 92480024 },25 {26 "predicate": "date-published",27 "count": 54588628 },29 {30 "predicate": "rdf:type",31 "count": 54588632 },33 {34 "predicate": "date-modified",35 "count": 54588636 },37 {38 "predicate": "summary",39 "count": 39147740 },41 {42 "predicate": "cvss-vector",43 "count": 26775544 },45 {46 "predicate": "related-weakness",47 "count": 7271648 },49 {50 "predicate": "related-cve",51 "count": 5534352 }53 ],54 "topConnectedEntities": [55 {56 "entity": "OSVulnerability",57 "count": 54588658 },59 {60 "entity": "npm",61 "count": 22327762 },63 {64 "entity": "2025-11-11",65 "count": 15465666 },67 {68 "entity": "2025-11-12",69 "count": 9403270 },71 {72 "entity": "2026-07-08",73 "count": 7411374 },75 {76 "entity": "2025-08-14",77 "count": 6843078 },79 {80 "entity": "Linux/Kernel",81 "count": 5550482 },83 {84 "entity": "Linux",85 "count": 5550486 },87 {88 "entity": "Debian:13",89 "count": 4580090 },91 {92 "entity": "Debian:14",93 "count": 4541094 },95 {96 "entity": "Debian:12",97 "count": 4408598 },99 {100 "entity": "medium",101 "count": 43783102 },103 {104 "entity": "Debian:11",105 "count": 43318106 },107 {108 "entity": "Ubuntu:16.04:LTS",109 "count": 34644110 },111 {112 "entity": "2026-06-15",113 "count": 32245114 }115 ],116 "crossSourceLinks": [],117 "generatedAt": "2026-07-13T09:13:12Z"118}119 