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Changelog (IRE)

[0.2.0] - 2026-03-22

Added

  • Expanded auth event model (20+ event types, passkey/recovery/MFA support)
  • 25+ risk signals across 5 categories (device, geo, behavior, passkey, recovery)
  • Policy engine with YAML config, per-tenant/per-method policies, dry-run mode
  • Explainability output (human-readable summaries + machine-readable JSON)
  • 5 new attack scenarios in simulator (session hijack, MFA fatigue, recovery abuse, passkey registration abuse, multi-account Sybil)
  • FastAPI demo app with /events, /simulate, /dashboard-data endpoints
  • CLI: simulate, score, report commands
  • Full test suite (32 tests passing)

[0.1.0] - 2026-03-01

Added

  • Initial release: session-level identity risk scoring
  • Impossible travel detection, device fingerprinting, behavioral anomaly scoring
  • XGBoost + LightGBM composite ensemble
  • Synthetic data generator with 5 attack types
  • Plotly dashboard and cohort analysis notebooks