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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rootstatskev.stats.json

kev.stats.json123 linesDownload Raw Back to stats

1{2  "totalTriples": 17938,3  "uniqueSubjects": 1637,4  "uniqueObjects": 6320,5  "uniquePredicates": 11,6  "bySource": [7    {8      "source": "kev",9      "count": 1793810    }11  ],12  "topPredicates": [13    {14      "predicate": "kev-due-date",15      "count": 163716    },17    {18      "predicate": "kev-date-added",19      "count": 163720    },21    {22      "predicate": "kev-required-action",23      "count": 163724    },25    {26      "predicate": "rdf:type",27      "count": 163728    },29    {30      "predicate": "kev-ransomware-use",31      "count": 163732    },33    {34      "predicate": "kev-notes",35      "count": 163736    },37    {38      "predicate": "kev-description",39      "count": 163740    },41    {42      "predicate": "kev-name",43      "count": 163744    },45    {46      "predicate": "kev-vendor",47      "count": 163748    },49    {50      "predicate": "kev-product",51      "count": 163752    },53    {54      "predicate": "related-weakness",55      "count": 156856    }57  ],58  "topConnectedEntities": [59    {60      "entity": "KnownExploitedVulnerability",61      "count": 163762    },63    {64      "entity": "Apply updates per vendor instructions.",65      "count": 89366    },67    {68      "entity": "Microsoft",69      "count": 37970    },71    {72      "entity": "Known",73      "count": 32974    },75    {76      "entity": "Apply mitigations per vendor instructions, follow applicable BOD 22-01 guidance for cloud services, or discontinue use of the product if mitigations are unavailable.",77      "count": 32278    },79    {80      "entity": "2021-11-03",81      "count": 28782    },83    {84      "entity": "Apply mitigations per vendor instructions or discontinue use of the product if mitigations are unavailable.",85      "count": 25986    },87    {88      "entity": "2022-05-03",89      "count": 18990    },91    {92      "entity": "Windows",93      "count": 17094    },95    {96      "entity": "CWE-20",97      "count": 11898    },99    {100      "entity": "CWE-78",101      "count": 104102    },103    {104      "entity": "2021-11-17",105      "count": 102106    },107    {108      "entity": "CWE-787",109      "count": 100110    },111    {112      "entity": "2022-03-03",113      "count": 95114    },115    {116      "entity": "Cisco",117      "count": 93118    }119  ],120  "crossSourceLinks": [],121  "generatedAt": "2026-07-13T09:13:10Z"122}123