Datasetpublic

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.

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face

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rootstatscapec.stats.json

capec.stats.json143 linesDownload Raw Back to stats

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