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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rootstatsmisp_galaxy.stats.json

misp_galaxy.stats.json151 linesDownload Raw Back to stats

1{2  "totalTriples": 203459,3  "uniqueSubjects": 37398,4  "uniqueObjects": 75670,5  "uniquePredicates": 18,6  "bySource": [7    {8      "source": "misp_galaxy",9      "count": 20345910    }11  ],12  "topPredicates": [13    {14      "predicate": "misp-related",15      "count": 3748716    },17    {18      "predicate": "name",19      "count": 3369020    },21    {22      "predicate": "galaxy",23      "count": 3369024    },25    {26      "predicate": "rdf:type",27      "count": 3369028    },29    {30      "predicate": "description",31      "count": 2928132    },33    {34      "predicate": "uses",35      "count": 2061736    },37    {38      "predicate": "synonym",39      "count": 522840    },41    {42      "predicate": "related-attack-id",43      "count": 397344    },45    {46      "predicate": "used-by",47      "count": 223548    },49    {50      "predicate": "country",51      "count": 129252    },53    {54      "predicate": "targets-country",55      "count": 91856    },57    {58      "predicate": "subtechnique-of",59      "count": 56360    },61    {62      "predicate": "targets-sector",63      "count": 39464    },65    {66      "predicate": "attribution-confidence",67      "count": 16568    },69    {70      "predicate": "cfr-suspected-state-sponsor",71      "count": 10172    },73    {74      "predicate": "targets",75      "count": 8476    },77    {78      "predicate": "variant-of",79      "count": 4380    },81    {82      "predicate": "similar-to",83      "count": 884    }85  ],86  "topConnectedEntities": [87    {88      "entity": "references",89      "count": 521990    },91    {92      "entity": "References",93      "count": 521994    },95    {96      "entity": "MalpediaEntry",97      "count": 368398    },99    {100      "entity": "malpedia",101      "count": 3683102    },103    {104      "entity": "sigma-rules",105      "count": 3133106    },107    {108      "entity": "SigmaRule",109      "count": 3133110    },111    {112      "entity": "ransomware",113      "count": 2768114    },115    {116      "entity": "Ransomware",117      "count": 2583118    },119    {120      "entity": "veris-framework",121      "count": 2207122    },123    {124      "entity": "VerisFramework",125      "count": 2207126    },127    {128      "entity": "Naics",129      "count": 2125130    },131    {132      "entity": "naics",133      "count": 2125134    },135    {136      "entity": "Software",137      "count": 1323138    },139    {140      "entity": "software",141      "count": 1321142    },143    {144      "entity": "misp:a07e62c0-be9c-5380-beac-9d298b0e735a",145      "count": 1309146    }147  ],148  "crossSourceLinks": [],149  "generatedAt": "2026-07-13T09:13:10Z"150}151