682 citations · 710 across the 8 of their papers we have counts for
5 papers · 1 filter
From Static to Adaptive Defense: Federated Multi-Agent Deep Reinforcement Learning-Driven Moving Target Defense Against DoS Attacks in UAV Swarm Networks
Yuyang Zhou, Guang Cheng, Kang Du +3
The proliferation of UAVs has enabled a wide range of mission-critical applications and is becoming a cornerstone of low-altitude networks, supporting smart cities, emergency respo…
Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense
Yuyang Zhou, Guang Cheng, Kang Du +2
The rapid evolution of cloud computing technologies and the increasing number of cloud applications have provided numerous benefits in our daily lives. However, the diversity and c…
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks
Yuyang Zhou, Guang Cheng, Zongyao Chen +1
Machine learning (ML) has gained significant adoption in Android malware detection to address the escalating threats posed by the rapid proliferation of malware attacks. However, r…
Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier
Yuyang Zhou, Guang Cheng, Shanqing Jiang +1
Intrusion detection system (IDS) is one of extensively used techniques in a network topology to safeguard the integrity and availability of sensitive assets in the protected system…
A Cost-effective Shuffling Method against DDoS Attacks using Moving Target Defense
Yuyang Zhou, Guang Cheng, Shanqing Jiang +3
Moving Target Defense (MTD) has emerged as a newcomer into the asymmetric field of attack and defense, and shuffling-based MTD has been regarded as one of the most effective ways t…