{ "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: / (shared by live signals and incident nodes)", "CREDENTIAL": "/user: (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" ] }