2 Commits

Author	SHA1	Message	Date
marco370	8b16800bb6	Update system to use hybrid detector and improve validation accuracy ... Update main.py endpoints to use the hybrid detector and improve validation logic in train_hybrid.py by mapping detections using source_ip. Also, add synthetic source_ip to dataset_loader.py for both CICIDS2017 and synthetic datasets. Replit-Commit-Author: Agent Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528 Replit-Commit-Checkpoint-Type: intermediate_checkpoint Replit-Commit-Event-Id: 5c4982f1-3d37-47da-9253-c04888f5ff64 Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/2lUhxO2	2025-11-24 16:02:49 +00:00
marco370	350a0994bd	Add dataset loader and validation metrics modules ... Introduces `CICIDS2017Loader` for dataset handling and `ValidationMetrics` class for calculating performance metrics in Python. Replit-Commit-Author: Agent Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528 Replit-Commit-Checkpoint-Type: intermediate_checkpoint Replit-Commit-Event-Id: ad530f16-3a16-44a3-8fed-6c5d56775c77 Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/F6DiMv4	2025-11-24 15:55:30 +00:00