False Data Injection Attack Detection in Edge-based Smart Metering Networks with Federated Learningby Md Raihan…
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computingby Fardin Jalil Piran, Zhiling Chen, Mohsen Imani,…
Federated Learning with Relative Fairnessby Shogo Nakakita, Tatsuya Kaneko, Shinya Takamaeda-Yamazaki, Masaaki ImaizumiFirst submitted to…
Identify Backdoored Model in Federated Learning via Individual Unlearningby Jiahao Xu, Zikai Zhang, Rui HuFirst…
BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networksby Sushilkumar…
C2A: Client-Customized Adaptation for Parameter-Efficient Federated Learningby Yeachan Kim, Junho Kim, Wing-Lam Mok, Jun-Hyung Park,…
Personalized Federated Learning via Feature Distribution Adaptationby Connor J. Mclaughlin, Lili SuFirst submitted to arxiv…
Space for Improvement: Navigating the Design Space for Federated Learning in Satellite Constellationsby Grace Kim,…
Conformalized Prediction of Post-Fault Voltage Trajectories Using Pre-trained and Finetuned Attention-Driven Neural Operatorsby Amirhossein Mollaali,…
On Sampling Strategies for Spectral Model Shardingby Denis Korzhenkov, Christos LouizosFirst submitted to arxiv on:…