CoolFace
Datasetpublic

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.

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face
0likes269downloads
cwe.stats.json147 linesDownload Raw Back to stats
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