metadata
license: mit
tags:
- ueba
- behavior-analytics
- cybersecurity
- synthetic
- enterprise
- iam
Security Behavior Analytics — Synthetic IAM Behavior Dataset
100% synthetic anonymized enterprise IAM/access behavior events for UEBA cohort and peer analysis research.
Schema
| Field | Type | Description |
|---|---|---|
user_id |
string | Synthetic user identifier (USR-XXXXX) |
department |
string | Organizational department |
timestamp |
string | ISO 8601 event timestamp |
event_type |
string | login, file_download, resource_access, etc. |
device |
string | Windows Laptop, MacBook, VDI, Mobile |
location |
string | HQ, office, remote, VPN |
resource |
string | SharePoint, GitHub, SAP, AWS, etc. |
authentication_result |
string | success, failure, mfa_required, blocked |
file_download_size_mb |
float | Download volume in MB |
privilege_level |
string | Standard, Elevated, Admin |
session_duration_min |
float | Session length in minutes |
job_role |
string | Job title/role |
seniority |
string | Junior through Director |
work_mode |
string | Remote, On-site, Hybrid |
Splits
| Split | Description |
|---|---|
train.jsonl |
First 75% chronological |
validation.jsonl |
Next 15% |
test.jsonl |
Final 10% |
user_profiles.jsonl |
User metadata registry |
Generation
Deterministic with seed=42. ~493K events, 320 users, 90-day window.
python scripts/export_publish_artifacts.py
Privacy
No real user data. No PII. No production IAM exports.