25 citations · 53 across the 4 of their papers we have counts for
Showing 2020 · cs.CRShow all
3 papers · 2 filters
cs.CR2020★ 25 cited
Wireless Federated Learning with Local Differential Privacy
Mohamed Seif, Ravi Tandon, Ming Li
In this paper, we study the problem of federated learning (FL) over a wireless channel, modeled by a Gaussian multiple access channel (MAC), subject to local differential privacy (…
cs.CR2020
GhostImage: Remote Perception Attacks against Camera-based Image Classification Systems
Yanmao Man, Ming Li, Ryan Gerdes
In vision-based object classification systems imaging sensors perceive the environment and machine learning is then used to detect and classify objects for decision-making purposes…
cs.CR2020
Local Information Privacy and Its Application to Privacy-Preserving Data Aggregation
Bo Jiang, Ming Li, Ravi Tandon
In this paper, we study local information privacy (LIP), and design LIP based mechanisms for statistical aggregation while protecting users' privacy without relying on a trusted th…