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20242026
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cs.IT2026

Private Information Retrieval With Arbitrary Privacy Requirements for Graph-Based Storage

Mohamed Nomeir, Shreya Meel, Sennur Ulukus

We reformulate the definition of privacy in the private information retrieval (PIR) problem to accommodate flexible privacy requirements. We focus on graph-replicated PIR, with a g…

cs.IT2026

Local Private Information Retrieval: A New Privacy Perspective for Graph-Based Replicated Systems

Shreya Meel, Mohamed Nomeir, Sennur Ulukus

We rethink the definition of privacy in multi-server, graph-replicated private information retrieval (PIR) systems, and introduce a novel setting where the user's privacy is govern…

cs.IT2026

The Role of Common Randomness Replication in Symmetric PIR on Graph-Based Replicated Systems

Shreya Meel, Sennur Ulukus

In symmetric private information retrieval (SPIR), a user communicates with multiple servers to retrieve from them a message in a database, while not revealing the message index to…

cs.IT2025

Effect of Full Common Randomness Replication in Symmetric PIR on Graph-Based Replicated Systems

Shreya Meel, Sennur Ulukus

We revisit the problem of symmetric private information retrieval (SPIR) in settings where the database replication is modeled by a simple graph. Here, each vertex corresponds to a…

cs.IT2025

Multi-Agent Distributed Optimization With Feasible Set Privacy

Shreya Meel, Sennur Ulukus

We consider the problem of decentralized constrained optimization with multiple agents who jointly wish to learn the optimal solution set while keeping their feasi…

cs.IT2025

Symmetric Private Information Retrieval (SPIR) on Graph-Based Replicated Systems

Shreya Meel, Sennur Ulukus

We introduce the problem of symmetric private information retrieval (SPIR) on replicated databases modeled by a simple graph. In this model, each vertex corresponds to a server, an…