post: commit 410ef77 in bojemoi

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

@@ -0,0 +1,44 @@
+---
+title: "[bojemoi] feat(ml-threat): add MSF real data training loop"
+date: 2026-07-07T23:38:54+02:00
+draft: false
+tags: ["commit", "bojemoi", "main"]
+categories: ["Git Activity"]
+summary: "Commit 410ef77 par grafana-watcher dans bojemoi"
+author: "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(-)
+```