3 papers
cs.SI2025
Differentially Private Online Community Detection for Censored Block Models: Algorithms and Fundamental Limits
Mohamed Seif, Liyan Xie, Andrea J. Goldsmith +1
We study the private online change detection problem for dynamic communities, using a censored block model (CBM). We consider edge differential privacy (DP) in both local and centr…
cs.IT2025
Building Resilience in Wireless Communication Systems With a Secret-Key Budget
Karl-Ludwig Besser, Rafael F. Schaefer, H. Vincent Poor
Resilience and power consumption are two important performance metrics for many modern communication systems, and it is therefore important to define, analyze, and optimize them. I…
cs.CR2024
Collaborative Inference over Wireless Channels with Feature Differential Privacy
Mohamed Seif, Yuqi Nie, Andrea J. Goldsmith +1
Collaborative inference among multiple wireless edge devices has the potential to significantly enhance Artificial Intelligence (AI) applications, particularly for sensing and comp…