2 papers
cs.LG2025
ImprovDML: Improved Trade-off in Private Byzantine-Resilient Distributed Machine Learning
Bing Liu, Chengcheng Zhao, Li Chai +2
Jointly addressing Byzantine attacks and privacy leakage in distributed machine learning (DML) has become an important issue. A common strategy involves integrating Byzantine-resil…
math.DS2022
Submodularity-based False Data Injection Attack Scheme in Multi-agent Dynamical Systems
Xiaoyu Luo, Chengcheng Zhao, Chongrong Fang +1
Consensus in multi-agent dynamical systems is prone to be sabotaged by the adversary, which has attracted much attention due to its key role in broad applications. In this paper, w…