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": 14583,3 "uniqueSubjects": 944,4 "uniqueObjects": 2807,5 "uniquePredicates": 17,6 "bySource": [7 {8 "source": "cwe",9 "count": 1458310 }11 ],12 "topPredicates": [13 {14 "predicate": "consequence-impact",15 "count": 212016 },17 {18 "predicate": "consequence-scope",19 "count": 203320 },21 {22 "predicate": "introduction-phase",23 "count": 139824 },25 {26 "predicate": "child-of",27 "count": 131828 },29 {30 "predicate": "platform",31 "count": 131332 },33 {34 "predicate": "related-attack-pattern",35 "count": 121236 },37 {38 "predicate": "description",39 "count": 94440 },41 {42 "predicate": "status",43 "count": 94444 },45 {46 "predicate": "name",47 "count": 94448 },49 {50 "predicate": "abstraction",51 "count": 94452 },53 {54 "predicate": "rdf:type",55 "count": 94456 },57 {58 "predicate": "likelihood-of-exploit",59 "count": 18560 },61 {62 "predicate": "can-precede",63 "count": 14364 },65 {66 "predicate": "peer-of",67 "count": 9868 },69 {70 "predicate": "can-also-be",71 "count": 2772 },73 {74 "predicate": "requires",75 "count": 1376 },77 {78 "predicate": "starts-with",79 "count": 380 }81 ],82 "topConnectedEntities": [83 {84 "entity": "Weakness",85 "count": 94486 },87 {88 "entity": "Implementation",89 "count": 85290 },91 {92 "entity": "Base",93 "count": 52394 },95 {96 "entity": "Integrity",97 "count": 50598 },99 {100 "entity": "Incomplete",101 "count": 486102 },103 {104 "entity": "Confidentiality",105 "count": 472106 },107 {108 "entity": "Draft",109 "count": 432110 },111 {112 "entity": "Architecture and Design",113 "count": 365114 },115 {116 "entity": "Availability",117 "count": 320118 },119 {120 "entity": "Variant",121 "count": 292122 },123 {124 "entity": "Access Control",125 "count": 289126 },127 {128 "entity": "Not Technology-Specific",129 "count": 228130 },131 {132 "entity": "Read Application Data",133 "count": 203134 },135 {136 "entity": "Bypass Protection Mechanism",137 "count": 202138 },139 {140 "entity": "Execute Unauthorized Code or Commands",141 "count": 173142 }143 ],144 "crossSourceLinks": [],145 "generatedAt": "2026-07-13T09:13:09Z"146}147 