Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation

no code implementations • 18 May 2023 • Soumyadeep Hore, Jalal Ghadermazi, Diwas Paudel, Ankit Shah, Tapas K. Das, Nathaniel D. Bastian

The knowledge gained from our study on the adversary's ability to make specific evasive perturbations to different types of malicious packets can help defenders enhance the robustness of their NIDS against evolving adversarial attacks.

Network Intrusion Detection reinforcement-learning