Table 14 Scenario 1- gradual increase in malicious traffic.
From: A hybrid deep learning model for detection and mitigation of DDoS attacks in VANETs
Epoch | Detected Behavior | Chosen Mitigation Action | Rationale |
|---|---|---|---|
Epoch 1 | Slight anomaly in CAM message frequency | Flag and monitor | Insufficient confidence to act aggressively |
Epoch 5 | Increased anomaly score and packet drops | Throttle bandwidth | Bandwidth throttling avoids disruption while reducing possible abuse |
Epoch 10 | Confirmed malicious pattern | Block node + reroute packets | Full mitigation as confidence is high |
