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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rootstatssigma.stats.json

sigma.stats.json123 linesDownload Raw Back to stats

1{2  "totalTriples": 33498,3  "uniqueSubjects": 3302,4  "uniqueObjects": 8874,5  "uniquePredicates": 11,6  "bySource": [7    {8      "source": "sigma",9      "count": 3349810    }11  ],12  "topPredicates": [13    {14      "predicate": "detects-technique",15      "count": 394816    },17    {18      "predicate": "author",19      "count": 330220    },21    {22      "predicate": "date",23      "count": 330224    },25    {26      "predicate": "title",27      "count": 330228    },29    {30      "predicate": "description",31      "count": 330232    },33    {34      "predicate": "level",35      "count": 330236    },37    {38      "predicate": "rdf:type",39      "count": 330240    },41    {42      "predicate": "status",43      "count": 330244    },45    {46      "predicate": "logsource-product",47      "count": 314448    },49    {50      "predicate": "logsource-category",51      "count": 261652    },53    {54      "predicate": "logsource-service",55      "count": 67656    }57  ],58  "topConnectedEntities": [59    {60      "entity": "SigmaRule",61      "count": 330262    },63    {64      "entity": "test",65      "count": 294466    },67    {68      "entity": "windows",69      "count": 255470    },71    {72      "entity": "high",73      "count": 171674    },75    {76      "entity": "process_creation",77      "count": 145678    },79    {80      "entity": "medium",81      "count": 141082    },83    {84      "entity": "Nasreddine Bencherchali (Nextron Systems)",85      "count": 57786    },87    {88      "entity": "Florian Roth (Nextron Systems)",89      "count": 36990    },91    {92      "entity": "experimental",93      "count": 27594    },95    {96      "entity": "frack113",97      "count": 26198    },99    {100      "entity": "file_event",101      "count": 217102    },103    {104      "entity": "registry_set",105      "count": 208106    },107    {108      "entity": "T1059.001",109      "count": 201110    },111    {112      "entity": "linux",113      "count": 183114    },115    {116      "entity": "critical",117      "count": 176118    }119  ],120  "crossSourceLinks": [],121  "generatedAt": "2026-07-13T09:13:10Z"122}123