Private Retrieval, Computing and Learning: Recent Progress and Future Challenges

30 July 2021

Salman Avestimehr

Papers citing "Private Retrieval, Computing and Learning: Recent Progress and Future Challenges"

37 / 37 papers shown

Title
Privacy-aware Berrut Approximated Coded Computing applied to general distributed learning Xavier Martínez-Luaña M. Fernández-Veiga R. Redondo Ana Fernández Vilas FedML 19 0 0 10 May 2025
New Capacity Bounds for PIR on Graph and Multigraph-Based Replicated Storage Xiangliang Kong S. Meel Thomas Jacob Maranzatto Itzhak Tamo S. Ulukus 27 1 0 29 Apr 2025
Federated One-Shot Learning with Data Privacy and Objective-Hiding Maximilian Egger Rüdiger Urbanke Rawad Bitar FedML 54 0 0 29 Apr 2025
The Asymptotic Capacity of Byzantine Symmetric Private Information Retrieval and Its Consequences M. Nomeir Alptug Aytekin S. Ulukus 58 0 0 28 Jan 2025
Byzantine-Eavesdropper Alliance: How to Achieve Symmetric Privacy in Quantum $X$ -Secure $B$ -Byzantine $E$ -Eavesdropped $U$ -Unresponsive $T$ -Colluding PIR? M. Nomeir Alptug Aytekin S. Ulukus 59 1 0 09 Dec 2024
Private Counterfactual Retrieval With Immutable Features S. Meel Pasan Dissanayake M. Nomeir Sanghamitra Dutta S. Ulukus OffRL 28 0 0 15 Nov 2024
Collaborative Inference over Wireless Channels with Feature Differential Privacy Mohamed Seif Yuqi Nie Andrea J. Goldsmith H. Poor 16 1 0 25 Oct 2024
Private Counterfactual Retrieval M. Nomeir Pasan Dissanayake S. Meel Sanghamitra Dutta S. Ulukus 14 1 0 17 Oct 2024
Privacy-aware Berrut Approximated Coded Computing for Federated Learning Xavier Martínez Luana Rebeca P. Díaz Redondo M. Fernández-Veiga FedML 18 2 0 02 May 2024
Private Multiple Linear Computation: A Flexible Communication-Computation Tradeoff Jinbao Zhu Lanping Li Xiaohu Tang Ping Deng 13 1 0 14 Apr 2024
Perfect Multi-User Distributed Computing Ali Khalesi P. Elia 11 2 0 04 Feb 2024
Quantum $X$ -Secure $B$ -Byzantine $T$ -Colluding Private Information Retrieval M. Nomeir Alptug Aytekin S. Ulukus 17 4 0 30 Jan 2024
Quantum Private Membership Aggregation Alptug Aytekin M. Nomeir S. Ulukus 17 1 0 29 Jan 2024
HetDAPAC: Distributed Attribute-Based Private Access Control with Heterogeneous Attributes S. Meel S. Ulukus 12 0 0 24 Jan 2024
Distributed Optimization with Feasible Set Privacy S. Meel S. Ulukus 17 0 0 04 Dec 2023
Private Membership Aggregation M. Nomeir Sajani Vithana S. Ulukus 17 1 0 07 Sep 2023
Quantum Symmetric Private Information Retrieval with Secure Storage and Eavesdroppers Alptug Aytekin M. Nomeir Sajani Vithana S. Ulukus 10 10 0 21 Aug 2023
Sparsity and Privacy in Secret Sharing: A Fundamental Trade-Off Rawad Bitar Maximilian Egger A. Wachter-Zeh M. Xhemrishi 23 4 0 11 Aug 2023
Sparse and Private Distributed Matrix Multiplication with Straggler Tolerance Maximilian Egger M. Xhemrishi A. Wachter-Zeh Rawad Bitar 20 3 0 27 Jun 2023
Fast and Straggler-Tolerant Distributed SGD with Reduced Computation Load Maximilian Egger Serge Kas Hanna Rawad Bitar FedML 15 0 0 17 Apr 2023
Private Read-Update-Write with Controllable Information Leakage for Storage-Efficient Federated Learning with Top $r$ Sparsification Sajani Vithana S. Ulukus FedML 10 5 0 07 Mar 2023
Private Read Update Write (PRUW) With Heterogeneous Databases Sajani Vithana S. Ulukus 14 2 0 07 Feb 2023
$k$ -server Byzantine-Resistant PIR Scheme with Optimal Download Rate and Optimal File Size S. Kruglik Son Hoang Dau Han Mao Kiah Huaxiong Wang 11 4 0 04 Feb 2023
Committed Private Information Retrieval Q. Cao Hong-Yen Tran Son Hoang Dau X. Yi Emanuele Viterbo Chen Feng Yu-Chih Huang Jingge Zhu S. Kruglik Han Mao Kiah 10 6 0 03 Feb 2023
Two-Server Private Information Retrieval with Optimized Download Rate and Result Verification S. Kruglik Son Hoang Dau Han Mao Kiah Huaxiong Wang 14 4 0 27 Jan 2023
Private Read Update Write (PRUW) in Federated Submodel Learning (FSL): Communication Efficient Schemes With and Without Sparsification Sajani Vithana S. Ulukus FedML 13 19 0 09 Sep 2022
Secure Embedding Aggregation for Federated Representation Learning Jiaxiang Tang Jinbao Zhu Songze Li Lichao Sun FedML 11 0 0 18 Jun 2022
Rate Distortion Tradeoff in Private Read Update Write in Federated Submodel Learning Sajani Vithana S. Ulukus FedML 13 8 0 07 Jun 2022
Private Federated Submodel Learning with Sparsification Sajani Vithana S. Ulukus FedML 17 10 0 31 May 2022
Differentially Private Federated Learning via Reconfigurable Intelligent Surface Yuhan Yang Yong Zhou Youlong Wu Yuanming Shi 20 25 0 31 Mar 2022
Private Read Update Write (PRUW) with Storage Constrained Databases Sajani Vithana S. Ulukus 14 13 0 07 Feb 2022
Secure Private and Adaptive Matrix Multiplication Beyond the Singleton Bound Christoph Hofmeister Rawad Bitar M. Xhemrishi A. Wachter-Zeh 17 15 0 12 Aug 2021
List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier M. Soleymani Ramy E. Ali Hessam Mahdavifar A. Avestimehr 23 22 0 27 Jan 2021
Information Theoretic Secure Aggregation with User Dropouts Yizhou Zhao Hua Sun FedML 59 66 0 19 Jan 2021
Conditional Disclosure of Secrets: A Noise and Signal Alignment Approach Zhou Li Hua Sun 9 11 0 13 Feb 2020
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 134 420 0 29 Nov 2018
Prochlo: Strong Privacy for Analytics in the Crowd Andrea Bittau Ulfar Erlingsson Petros Maniatis Ilya Mironov A. Raghunathan David Lie Mitch Rudominer Ushasree Kode J. Tinnés B. Seefeld 79 278 0 02 Oct 2017