Table 20 Analysis of the proposed model over extant model in terms of energy and resource efficiency.

From: A hybrid deep learning model for detection and mitigation of DDoS attacks in VANETs

Method

CPU Utilization (%)

Memory Usage (MB)

Energy Consumption (J)

Rule-based IPS

30%

150 MB

10 J

ADS

45%

300 MB

15 J

ML-IDS

70%

800 MB

25 J

RL-IPS (Proposed)

55%

400 MB

18 J