3 papers
cs.CR2024
MTDSense: AI-Based Fingerprinting of Moving Target Defense Techniques in Software-Defined Networking
Tina Moghaddam, Guowei Yang, Chandra Thapa +2
Moving target defenses (MTD) are proactive security techniques that enhance network security by confusing the attacker and limiting their attack window. MTDs have been shown to hav…
cs.LG2022
Semantic Preserving Adversarial Attack Generation with Autoencoder and Genetic Algorithm
Xinyi Wang, Simon Yusuf Enoch, Dong Seong Kim
Widely used deep learning models are found to have poor robustness. Little noises can fool state-of-the-art models into making incorrect predictions. While there is a great deal of…
cs.CR2022
Markov Decision Process For Automatic Cyber Defense
Xiaofan Zhou, Simon Yusuf Enoch, Dong Seong Kim
It is challenging for a security analyst to detect or defend against cyber-attacks. Moreover, traditional defense deployment methods require the security analyst to manually enforc…