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": 8114,3 "uniqueSubjects": 558,4 "uniqueObjects": 1870,5 "uniquePredicates": 16,6 "bySource": [7 {8 "source": "capec",9 "count": 811410 }11 ],12 "topPredicates": [13 {14 "predicate": "consequence-scope",15 "count": 139216 },17 {18 "predicate": "related-weakness",19 "count": 121320 },21 {22 "predicate": "consequence-impact",23 "count": 89124 },25 {26 "predicate": "abstraction",27 "count": 55828 },29 {30 "predicate": "name",31 "count": 55832 },33 {34 "predicate": "rdf:type",35 "count": 55836 },37 {38 "predicate": "status",39 "count": 55840 },41 {42 "predicate": "description",43 "count": 55644 },45 {46 "predicate": "child-of",47 "count": 53248 },49 {50 "predicate": "severity",51 "count": 48852 },53 {54 "predicate": "likelihood",55 "count": 34456 },57 {58 "predicate": "maps-to-technique",59 "count": 27260 },61 {62 "predicate": "can-precede",63 "count": 16264 },65 {66 "predicate": "peer-of",67 "count": 1968 },69 {70 "predicate": "can-follow",71 "count": 1072 },73 {74 "predicate": "can-also-be",75 "count": 376 }77 ],78 "topConnectedEntities": [79 {80 "entity": "AttackPattern",81 "count": 55882 },83 {84 "entity": "Confidentiality",85 "count": 47586 },87 {88 "entity": "Draft",89 "count": 40290 },91 {92 "entity": "High",93 "count": 34294 },95 {96 "entity": "Detailed",97 "count": 31698 },99 {100 "entity": "Integrity",101 "count": 238102 },103 {104 "entity": "Medium",105 "count": 229106 },107 {108 "entity": "Authorization",109 "count": 227110 },111 {112 "entity": "Access Control",113 "count": 203114 },115 {116 "entity": "Low",117 "count": 199118 },119 {120 "entity": "Read Data",121 "count": 197122 },123 {124 "entity": "Standard",125 "count": 181126 },127 {128 "entity": "Availability",129 "count": 172130 },131 {132 "entity": "Stable",133 "count": 154134 },135 {136 "entity": "Gain Privileges",137 "count": 142138 }139 ],140 "crossSourceLinks": [],141 "generatedAt": "2026-07-13T09:13:05Z"142}143 