2 papers
cs.CR2025
CSVAR: Enhancing Visual Privacy in Federated Learning via Adaptive Shuffling Against Overfitting
Zhuo Chen, Zhenya Ma, Yan Zhang +8
Although federated learning preserves training data within local privacy domains, the aggregated model parameters may still reveal private characteristics. This vulnerability stems…
cs.NI2023
SYSFLOW: Efficient Execution Platform for IoT Devices
Jun Lu, Zhenya Ma, Yinggang Gao +2
Traditional executable delivery models pose challenges for IoT devices with limited storage, necessitating the download of complete executables and dependencies. Network solutions…