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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rootstatslolbas.stats.json

lolbas.stats.json115 linesDownload Raw Back to stats

1{2  "totalTriples": 3692,3  "uniqueSubjects": 239,4  "uniqueObjects": 1471,5  "uniquePredicates": 9,6  "bySource": [7    {8      "source": "lolbas",9      "count": 369210    }11  ],12  "topPredicates": [13    {14      "predicate": "full-path",15      "count": 60016    },17    {18      "predicate": "category",19      "count": 47520    },21    {22      "predicate": "platform",23      "count": 47524    },25    {26      "predicate": "usecase",27      "count": 47528    },29    {30      "predicate": "maps-to-technique",31      "count": 47532    },33    {34      "predicate": "privileges",35      "count": 47536    },37    {38      "predicate": "name",39      "count": 23940    },41    {42      "predicate": "rdf:type",43      "count": 23944    },45    {46      "predicate": "description",47      "count": 23948    }49  ],50  "topConnectedEntities": [51    {52      "entity": "User",53      "count": 41254    },55    {56      "entity": "Execute",57      "count": 25558    },59    {60      "entity": "LOLBinary",61      "count": 23962    },63    {64      "entity": "Windows vista, Windows 7, Windows 8, Windows 8.1, Windows 10, Windows 11",65      "count": 11666    },67    {68      "entity": "Windows 10, Windows 11",69      "count": 11170    },71    {72      "entity": "T1218",73      "count": 9174    },75    {76      "entity": "Windows",77      "count": 7678    },79    {80      "entity": "T1105",81      "count": 7182    },83    {84      "entity": "Update.exe",85      "count": 7086    },87    {88      "entity": "Download",89      "count": 6190    },91    {92      "entity": "T1127",93      "count": 5294    },95    {96      "entity": "AWL Bypass",97      "count": 4998    },99    {100      "entity": "Administrator",101      "count": 43102    },103    {104      "entity": "Certutil.exe",105      "count": 41106    },107    {108      "entity": "Wmic.exe",109      "count": 41110    }111  ],112  "crossSourceLinks": [],113  "generatedAt": "2026-07-13T09:13:10Z"114}115