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cs.CR2024
Private Data Leakage in Federated Human Activity Recognition for Wearable Healthcare Devices
Kongyang Chen, Dongping Zhang, Sijia Guan +3
Wearable data serves various health monitoring purposes, such as determining activity states based on user behavior and providing tailored exercise recommendations. However, the in…
cs.CR2024
EdgeLeakage: Membership Information Leakage in Distributed Edge Intelligence Systems
Kongyang Chen, Yi Lin, Hui Luo +4
In contemporary edge computing systems, decentralized edge nodes aggregate unprocessed data and facilitate data analytics to uphold low transmission latency and real-time data proc…
cs.CR2024
Machine Unlearning in Large Language Models
Kongyang Chen, Zixin Wang, Bing Mi +4
Recently, large language models (LLMs) have emerged as a notable field, attracting significant attention for its ability to automatically generate intelligent contents for various…