blog/content/posts/commits/2026-07-07-commit-410ef77.md

title, date, draft, tags, categories, summary, author

title	date	draft	tags	categories	summary	author
[bojemoi] feat(ml-threat): add MSF real data training loop	2026-07-07T23:38:54+02:00	false	commit bojemoi main	Git Activity	Commit 410ef77 par grafana-watcher dans bojemoi	grafana-watcher

Commit 410ef77

Repository	bojemoi
Branch	main
Author	grafana-watcher
Hash	410ef77a7e084d0b7dc07c0431eb82a4fbe1b746

Description

• New train_from_msf.py: fetches 50k hosts from MSF postgres DB (hosts+services+vulns JOIN), builds 10-feature matrix with country_risk=70 fixed, labels 0/1/2 by thresholds, mixes 20% synthetic, trains IOCClassifier + ReputationScorer
• api.py: async retrain loop (24h interval), POST /models/retrain endpoint (409 if locked), /models/reload now returns last_retrain timestamp
• stack/45: add MSF_DB_* env vars + RETRAIN_INTERVAL_HOURS

Co-Authored-By: Claude Sonnet 4.6 noreply@anthropic.com

Files Changed

M	ml-threat/api.py
A	ml-threat/train_from_msf.py
M	stack/45-service-ml-threat-intel.yml

Diff Summary

 ml-threat/api.py                     | 107 +++++++++++++++-
 ml-threat/train_from_msf.py          | 232 +++++++++++++++++++++++++++++++++++
 stack/45-service-ml-threat-intel.yml |   5 +
 3 files changed, 338 insertions(+), 6 deletions(-)