171 citations · 880 across the 49 of their papers we have counts for
5 papers · 1 filter
Online Context-aware Data Release with Sequence Information Privacy
Bo Jiang, Ming Li, Ravi Tandon
Publishing streaming data in a privacy-preserving manner has been a key research focus for many years. This issue presents considerable challenges, particularly due to the correlat…
Answering Count Queries for Genomic Data with Perfect Privacy
Bo Jiang, Mohamed Seif, Ravi Tandon +1
In this paper, we consider the problem of answering count queries for genomic data subject to perfect privacy constraints. Count queries are often used in applications that collect…
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges
Sennur Ulukus, Salman Avestimehr, Michael Gastpar +3
Most of our lives are conducted in the cyberspace. The human notion of privacy translates into a cyber notion of privacy on many functions that take place in the cyberspace. This a…
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 (…
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…