3 Commits

Author	SHA1	Message	Date
Sienna Meridian Satterwhite	ae18b00fa4	feat(scanner): add model hot-reload and verified bot allowlist ... ArcSwap-based lock-free hot-reload via file mtime polling. Bot allowlist with CIDR (instant) + reverse/forward DNS (cached with background worker thread) IP verification to prevent UA spoofing by known crawlers, LLM agents, and commercial B2B bots. Signed-off-by: Sienna Meridian Satterwhite <sienna@sunbeam.pt>	2026-03-10 23:38:19 +00:00
Sienna Meridian Satterwhite	273a203c41	feat(scanner): add logistic regression training pipeline ... JSONL audit log ingestion with ground-truth label support for external datasets (CSIC 2010), SecLists wordlist ingestion for synthetic attack samples, class-weighted gradient descent, stratified 80/20 train/test split with held-out evaluation metrics (precision, recall, F1). Signed-off-by: Sienna Meridian Satterwhite <sienna@sunbeam.pt>	2026-03-10 23:38:19 +00:00
Sienna Meridian Satterwhite	b7c8243955	feat(scanner): add per-request scanner detector with linear classifier ... 12-feature extraction (zero-alloc hot path), 2 interaction terms, weighted linear scoring model with hard allowlist short-circuits for configured host+cookies and host+browser UA. Returns ScannerVerdict with score+reason for pipeline logging. Signed-off-by: Sienna Meridian Satterwhite <sienna@sunbeam.pt>	2026-03-10 23:38:19 +00:00