Amr S. El-Wakeel

Adversarial attacks on cloud-based perception, combined with realistic network impairments, can cripple autonomous driving systems, slashing object detection precision by 70% and causing dangerous control failures.

Forget hand-tuning: PPO can learn to dynamically adjust Pure Pursuit's lookahead distance for autonomous racing, improving lap times and generalization to unseen tracks.