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

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rootstatsenterprise.stats.json

enterprise.stats.json163 linesDownload Raw Back to stats

1{2  "totalTriples": 43739,3  "uniqueSubjects": 2830,4  "uniqueObjects": 12271,5  "uniquePredicates": 21,6  "bySource": [7    {8      "source": "attack",9      "count": 4373910    }11  ],12  "topPredicates": [13    {14      "predicate": "uses",15      "count": 1822016    },17    {18      "predicate": "platform",19      "count": 320620    },21    {22      "predicate": "domain",23      "count": 249724    },25    {26      "predicate": "name",27      "count": 235728    },29    {30      "predicate": "url",31      "count": 235732    },33    {34      "predicate": "rdf:type",35      "count": 235736    },37    {38      "predicate": "modified",39      "count": 235740    },41    {42      "predicate": "created",43      "count": 235744    },45    {46      "predicate": "description",47      "count": 235348    },49    {50      "predicate": "mitigates",51      "count": 144852    },53    {54      "predicate": "belongs-to-tactic",55      "count": 109056    },57    {58      "predicate": "is-subtechnique",59      "count": 85860    },61    {62      "predicate": "detects",63      "count": 69764    },65    {66      "predicate": "subtechnique-of",67      "count": 47768    },69    {70      "predicate": "alias",71      "count": 42872    },73    {74      "predicate": "deprecated",75      "count": 28776    },77    {78      "predicate": "revoked-by",79      "count": 15780    },81    {82      "predicate": "revoked",83      "count": 15784    },85    {86      "predicate": "impact-type",87      "count": 3888    },89    {90      "predicate": "attributed-to",91      "count": 2692    },93    {94      "predicate": "shortname",95      "count": 1596    }97  ],98  "topConnectedEntities": [99    {100      "entity": "enterprise-attack",101      "count": 2357102    },103    {104      "entity": "Windows",105      "count": 1304106    },107    {108      "entity": "Technique",109      "count": 858110    },111    {112      "entity": "Malware",113      "count": 731114    },115    {116      "entity": "T1105",117      "count": 540118    },119    {120      "entity": "Linux",121      "count": 538122    },123    {124      "entity": "macOS",125      "count": 523126    },127    {128      "entity": "T1082",129      "count": 448130    },131    {132      "entity": "T1071.001",133      "count": 437134    },135    {136      "entity": "T1059.003",137      "count": 399138    },139    {140      "entity": "T1083",141      "count": 392142    },143    {144      "entity": "T1140",145      "count": 372146    },147    {148      "entity": "T1057",149      "count": 341150    },151    {152      "entity": "T1070.004",153      "count": 324154    },155    {156      "entity": "T1016",157      "count": 310158    }159  ],160  "crossSourceLinks": [],161  "generatedAt": "2026-07-13T09:13:04Z"162}163