POHBOS

Pipeline of histogram based outlier scoring

An anomaly scoring pipeline that analyzes HTTP traffic behavior against website specific baselines using HBOS.

Inspired by Cloudflare's bot-management architecture. Read more →
Ingestor entrypoint
events topic
Detector hot path
decisions topic
Query API read layer
Events Sink events → store
Decisions Sink decisions → store
Baseline Worker fits baselines

Work in progress

Session crafter

This section will let visitors generate HTTP session behavior, send it through the ingestor, and watch how the detector responds.

Work in progress

Live decision stream

This section will show decisions as they move through the Query API stream, including recent backfill and live updates from the pipeline.