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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rootstatsics.stats.json

ics.stats.json159 linesDownload Raw Back to stats

1{2  "totalTriples": 4266,3  "uniqueSubjects": 387,4  "uniqueObjects": 1440,5  "uniquePredicates": 20,6  "bySource": [7    {8      "source": "attack",9      "count": 426610    }11  ],12  "topPredicates": [13    {14      "predicate": "targets",15      "count": 84216    },17    {18      "predicate": "mitigates",19      "count": 40220    },21    {22      "predicate": "domain",23      "count": 39524    },25    {26      "predicate": "uses",27      "count": 29328    },29    {30      "predicate": "created",31      "count": 29032    },33    {34      "predicate": "rdf:type",35      "count": 29036    },37    {38      "predicate": "name",39      "count": 29040    },41    {42      "predicate": "modified",43      "count": 29044    },45    {46      "predicate": "description",47      "count": 28948    },49    {50      "predicate": "url",51      "count": 28352    },53    {54      "predicate": "platform",55      "count": 21756    },57    {58      "predicate": "is-subtechnique",59      "count": 11860    },61    {62      "predicate": "detects",63      "count": 9764    },65    {66      "predicate": "alias",67      "count": 7668    },69    {70      "predicate": "deprecated",71      "count": 3772    },73    {74      "predicate": "subtechnique-of",75      "count": 1876    },77    {78      "predicate": "shortname",79      "count": 1280    },81    {82      "predicate": "revoked-by",83      "count": 1184    },85    {86      "predicate": "revoked",87      "count": 1188    },89    {90      "predicate": "attributed-to",91      "count": 592    }93  ],94  "topConnectedEntities": [95    {96      "entity": "ics-attack",97      "count": 29098    },99    {100      "entity": "Technique",101      "count": 118102    },103    {104      "entity": "enterprise-attack",105      "count": 82106    },107    {108      "entity": "2020-05-21 17:43:26.506000+00:00",109      "count": 82110    },111    {112      "entity": "A0017",113      "count": 63114    },115    {116      "entity": "A0003",117      "count": 61118    },119    {120      "entity": "A0018",121      "count": 60122    },123    {124      "entity": "A0010",125      "count": 60126    },127    {128      "entity": "A0002",129      "count": 57130    },131    {132      "entity": "A0007",133      "count": 54134    },135    {136      "entity": "Mitigation",137      "count": 52138    },139    {140      "entity": "A0001",141      "count": 51142    },143    {144      "entity": "A0005",145      "count": 48146    },147    {148      "entity": "A0009",149      "count": 48150    },151    {152      "entity": "Windows",153      "count": 47154    }155  ],156  "crossSourceLinks": [],157  "generatedAt": "2026-07-13T09:13:05Z"158}159