Lu, Zhuo
- Generalized Federated Learning via Sharpness Aware Minimization
2022/06/06 by Zhe Qu, Xingyu Li, Qu, Zhe +9 · 22 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- On the Convergence of Multi-Server Federated Learning with Overlapping Area
2022/08/16 by Zhe Qu, Qu, Zhe, Xingyu Li +9 · 4 citations
Computer Science · #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- LoMar: A Local Defense Against Poisoning Attack on Federated Learning
2022/01/08 by Xingyu Li, Zhe Qu, Li, Xingyu +9 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection
- Perception-Aware Attack: Creating Adversarial Music via Reverse-Engineering Human Perception
2022/07/26 by Duan, Rui, Qu, Zhe, Zhao, Shangqing +3 · 3 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing
2019/05/04 by Zhengping Luo, Shangqing Zhao, Luo, Zhengping +7 · 2 citations
Computer Science · Psychology · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Deception detection and forensic psychology #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Wireless Signal Modulation Classification
- When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions
2020/01/24 by Yalin E. Sagduyu, Yi Shi, Sagduyu, Yalin E. +11 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Wireless Signal Modulation Classification
- IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification
2022/01/10 by Tao Hou, Tao Wang, Hou, Tao +7 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
- Context-Aware Online Client Selection for Hierarchical Federated Learning
2021/12/01 by Zhe Qu, Rui Duan, Qu, Zhe +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #and Cluster Computing (cs.DC)