File size: 3,033 Bytes
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"dataset_name": "WitFoo Precinct6 Cybersecurity Dataset",
"schema_version": "2.0",
"description": "Labeled provenance graphs and security signal logs for IDS research",
"node_count": 67166,
"edge_count": 101328727,
"edge_files": [
"edges-00000.jsonl.gz",
"edges-00001.jsonl.gz",
"edges-00002.jsonl.gz",
"edges-00003.jsonl.gz",
"edges-00004.jsonl.gz",
"edges-00005.jsonl.gz",
"edges-00006.jsonl.gz",
"edges-00007.jsonl.gz",
"edges-00008.jsonl.gz",
"edges-00009.jsonl.gz",
"edges-00010.jsonl.gz"
],
"user_edge_count": 67940244,
"invalid_signal_timestamps": 0,
"incident_count": 51371,
"incident_duplicates_collapsed": 9204,
"label_distribution": {
"benign": 100137922,
"suspicious": 608913,
"malicious": 581892
},
"edge_type_distribution": {
"USER_ACTION": 67940244,
"EVENT": 511133,
"AUDIT_EVENT": 31864472,
"NETWORK_FLOW": 643219,
"DNS_RESOLVE": 34014,
"INCIDENT_LINK": 335645
},
"edge_origin_distribution": {
"live": 100754563,
"incident_lead": 238519,
"incident": 335645
},
"node_type_distribution": {
"HOST": 46232,
"CREDENTIAL": 20898,
"SERVICE": 6,
"FILE": 29,
"ACTOR": 1
},
"node_id_scheme": {
"HOST": "public IP as-is; private IP or hostname scoped by organization: <ORG-NNNN>/<ip-or-hostname> (shared by live signals and incident nodes)",
"CREDENTIAL": "<ORG-NNNN>/user:<USER-NNNN> (shared by live username fields and incident cred nodes)",
"other": "incident SERVICE / FILE / ACTOR nodes keep their Precinct uuid as node id"
},
"node_attr_keys": [
"ip",
"hostname",
"username",
"credential",
"org_id",
"first_seen",
"last_seen",
"signal_count",
"set_roles",
"products",
"suspicion_score",
"incident_ids",
"precinct_node_ids",
"internal",
"managed",
"incident_first_observed",
"incident_last_observed"
],
"edge_attr_keys": [
"message_type",
"action",
"protocol",
"src_port",
"dst_port",
"stream",
"origin",
"org_id",
"artifact_id",
"sender_host",
"event_edge_type",
"host_role",
"incident_id",
"mo_name",
"status",
"edge_subtype",
"edge_kind",
"started",
"ended",
"count",
"bytes",
"precinct_edge_id"
],
"edge_label_keys": [
"label_binary",
"label_confidence",
"suspicion_score",
"mo_name",
"attack_techniques",
"attack_tactics",
"set_roles",
"lifecycle_stage",
"disposition",
"disposition_category",
"status_name",
"incident_ids",
"matched_rules",
"incident_id"
],
"sanitization": {
"method": "4-layer (regex + format-parse + ML/NER + LLM review)",
"ip_replacement": "RFC5737 TEST-NET for public, remapped RFC1918 for private",
"org_replacement": "ORG-NNNN",
"host_replacement": "HOST-NNNN / host-NNNN.example.internal"
},
"formats": [
"NDJSON (nodes.jsonl + edges.jsonl)",
"per-incident GraphML"
]
} |