ja4-platform

Files

Jacquin Antoine c6cb12981c feat(ml): replace NetworkX/Louvain with PyTorch Geometric GraphSAGE for fleet detection

Rewrite fleet.py to use a GNN-based approach: nodes are src_ip with ML feature
vectors, edges connect IPs sharing (JA4, ASN) pairs, GraphSAGE (2 SAGEConv
layers, in→64→32) produces 32D embeddings clustered by HDBSCAN. PyG NeighborLoader
activates for >50k nodes. Update thesis docs (§5.2, §6.4, §2, §8) to reflect
GraphSAGE architecture and PyG scalability.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-04-13 15:45:34 +02:00

database

docs: mise à jour complète — 7/8 techniques, 85 features, 12 modules

2026-04-10 01:31:20 +02:00

services

feat(ml): replace Autoencoder with RealNVP Normalizing Flow and add SessionTransformer embeddings

2026-04-13 15:11:21 +02:00

shared

docs: réécriture complète de la documentation des services en français

2026-04-09 22:04:58 +02:00

thesis

feat(ml): replace NetworkX/Louvain with PyTorch Geometric GraphSAGE for fleet detection