Increase retrain_window to 7 days to match retention period

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

config/config.yaml

@@ -66,7 +66,7 @@ ai:
 
   # Retraining
   retrain_interval: 86400   # auto-retrain interval (seconds, default 24h)
-  retrain_window: 86400     # data range for retrain (most recent N seconds)
+  retrain_window: 604800    # data range for retrain (7 days)
   model_file: /var/lib/xdp-defense/ai_model.pkl
   training_data_file: /var/lib/xdp-defense/training_data.csv
 

lib/xdp_defense_daemon.py

@@ -85,7 +85,7 @@ DEFAULT_CONFIG = {
         'traffic_log_db': '/var/lib/xdp-defense/traffic_log.db',
         'traffic_log_retention_days': 7,
         'retrain_interval': 86400,
-        'retrain_window': 86400,
+        'retrain_window': 604800,
     },
 }