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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rootstatsexploitdb.stats.json

exploitdb.stats.json111 linesDownload Raw Back to stats

1{2  "totalTriples": 347263,3  "uniqueSubjects": 46636,4  "uniqueObjects": 89155,5  "uniquePredicates": 8,6  "bySource": [7    {8      "source": "exploitdb",9      "count": 34726310    }11  ],12  "topPredicates": [13    {14      "predicate": "description",15      "count": 4710816    },17    {18      "predicate": "platform",19      "count": 4710820    },21    {22      "predicate": "rdf:type",23      "count": 4710824    },25    {26      "predicate": "exploit-type",27      "count": 4710828    },29    {30      "predicate": "author",31      "count": 4710832    },33    {34      "predicate": "date-published",35      "count": 4710836    },37    {38      "predicate": "verified",39      "count": 3397840    },41    {42      "predicate": "exploits-cve",43      "count": 3063744    }45  ],46  "topConnectedEntities": [47    {48      "entity": "Exploit",49      "count": 4710850    },51    {52      "entity": "webapps",53      "count": 2746754    },55    {56      "entity": "php",57      "count": 2221458    },59    {60      "entity": "windows",61      "count": 1055362    },63    {64      "entity": "remote",65      "count": 758366    },67    {68      "entity": "dos",69      "count": 699370    },71    {72      "entity": "local",73      "count": 503574    },75    {76      "entity": "multiple",77      "count": 346478    },79    {80      "entity": "linux",81      "count": 312082    },83    {84      "entity": "hardware",85      "count": 221886    },87    {88      "entity": "Metasploit",89      "count": 192890    },91    {92      "entity": "asp",93      "count": 154994    },95    {96      "entity": "Google Security Research",97      "count": 117698    },99    {100      "entity": "Ihsan Sencan",101      "count": 954102    },103    {104      "entity": "cgi",105      "count": 795106    }107  ],108  "crossSourceLinks": [],109  "generatedAt": "2026-07-13T09:13:10Z"110}111