---
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(-)
```