fix(ml): integrate Cleanlab to filter noisy SOC labels and prevent model poisoning

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-04-13 02:11:25 +02:00
parent c60ce97f23
commit 9d27abf43c
2 changed files with 37 additions and 0 deletions
--- a/services/bot-detector/bot_detector/requirements.txt
+++ b/services/bot-detector/bot_detector/requirements.txt
@ -7,5 +7,6 @@ hdbscan>=0.8.38
 isotree>=0.6.1
 torch>=2.0
 xgboost>=2.0
+cleanlab>=2.6
 pyyaml>=6.0
 ja4-common @ file:///app/shared/ja4_common