Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy

4 June 2018

Qian-long Yu

Songze Li

Netanel Raviv

Seyed Mohammadreza Mousavi Kalan

Jinhyun So

A. Avestimehr

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Papers citing "Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy"

42 / 42 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 31 0 0 10 May 2025
Game of Coding With an Unknown Adversary Hanzaleh Akbarinodehi Parsa Moradi M. Maddah-ali AAML 53 0 0 10 Feb 2025
Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise V. Cadambe Ateet Devulapalli Haewon Jeong Flavio du Pin Calmon 46 1 0 20 Jan 2025
Sparsity and Privacy in Secret Sharing: A Fundamental Trade-Off Rawad Bitar Maximilian Egger Antonia Wachter-Zeh M. Xhemrishi 37 4 0 11 Aug 2023
Probabilistic Group Testing in Distributed Computing with Attacked Workers Sarthak Jain Martina Cardone S. Mohajer 16 0 0 11 May 2023
Transaction Confirmation in Coded Blockchain Ilan Tennenhouse Netanel Raviv 26 1 0 10 May 2023
Vers: fully distributed Coded Computing System with Distributed Encoding Nastaran Abadi Khooshemehr M. Maddah-ali FedML 27 2 0 12 Apr 2023
Securely Aggregated Coded Matrix Inversion Neophytos Charalambides Mert Pilanci Alfred Hero FedML 21 3 0 09 Jan 2023
Sequential Gradient Coding For Straggler Mitigation M. Krishnan Mohammadreza Ebrahimi Ashish Khisti 21 0 0 24 Nov 2022
Scaling Blockchains with Error Correction Codes: A Survey on Coded Blockchains Changlin Yang Kwan-Wu Chin Jiguang Wang Xiaodong Wang Ying Liu Zibin Zheng 24 12 0 19 Aug 2022
Secure Linear MDS Coded Matrix Inversion Neophytos Charalambides Mert Pilanci Alfred Hero 21 5 0 13 Jul 2022
DarKnight: An Accelerated Framework for Privacy and Integrity Preserving Deep Learning Using Trusted Hardware H. Hashemi Yongqin Wang M. Annavaram FedML 26 58 0 30 Jun 2022
Secure Federated Clustering Songze Li Sizai Hou Baturalp Buyukates A. Avestimehr FedML 23 9 0 31 May 2022
Breaking Blockchain's Communication Barrier with Coded Computation Canran Wang Netanel Raviv 29 10 0 03 Apr 2022
SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning Tayyebeh Jahani-Nezhad M. Maddah-ali Songze Li Giuseppe Caire FedML 34 45 0 24 Mar 2022
Adaptive Gap Entangled Polynomial Coding for Multi-Party Computation at the Edge Elahe Vedadi Yasaman Keshtkarjahromi H. Seferoglu 14 1 0 13 Mar 2022
Random Alloy Codes and the Fundamental Limits of Coded Distributed Tensors Pedro Soto 18 0 0 07 Feb 2022
Analog Secure Distributed Matrix Multiplication over Complex Numbers Okko Makkonen Camilla Hollanti 16 6 0 07 Feb 2022
Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent Pedro Soto Ilia Ilmer Haibin Guan Jun Li 35 3 0 31 Jan 2022
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees Yuchang Sun Jiawei Shao Songze Li Yuyi Mao Jun Zhang FedML 23 17 0 25 Jan 2022
Orthonormal Sketches for Secure Coded Regression Neophytos Charalambides Hessam Mahdavifar Mert Pilanci Alfred Hero 20 8 0 21 Jan 2022
Successive Approximation Coding for Distributed Matrix Multiplication Shahrzad Kiani S. Draper 24 9 0 10 Jan 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 43 417 0 24 Nov 2021
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges S. Ulukus Salman Avestimehr Michael C. Gastpar S. Jafar Ravi Tandon Chao Tian FedML 33 64 0 30 Jul 2021
Flexible Distributed Matrix Multiplication Weiqi Li Zhen Chen Zhiying Wang S. Jafar Hamid Jafarkhani 32 6 0 22 Jul 2021
Federated Learning with Buffered Asynchronous Aggregation John Nguyen Kshitiz Malik Hongyuan Zhan Ashkan Yousefpour Michael G. Rabbat Mani Malek Dzmitry Huba FedML 33 289 0 11 Jun 2021
Multi-Party Proof Generation in QAP-based zk-SNARKs Alireza Rahimi M. Maddah-ali 17 9 0 01 Mar 2021
Building Blocks of Sharding Blockchain Systems: Concepts, Approaches, and Open Problems Yizhong Liu Jianwei Liu M. V. Salles Zongyang Zhang Tong Li Bin Hu F. Henglein R. Lu 50 73 0 26 Feb 2021
On Gradient Coding with Partial Recovery Sahasrajit Sarmasarkar V. Lalitha Nikhil Karamchandani 26 8 0 19 Feb 2021
ByzShield: An Efficient and Robust System for Distributed Training Konstantinos Konstantinidis A. Ramamoorthy AAML FedML 32 11 0 10 Oct 2020
Communicate to Learn at the Edge Deniz Gunduz David Burth Kurka Mikolaj Jankowski M. Amiri Emre Ozfatura Sreejith Sreekumar 13 64 0 28 Sep 2020
Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing Tayyebeh Jahani-Nezhad M. Maddah-ali 27 29 0 17 Sep 2020
VFL: A Verifiable Federated Learning with Privacy-Preserving for Big Data in Industrial IoT Anmin Fu Xianglong Zhang N. Xiong Yansong Gao Huaqun Wang FedML 16 174 0 27 Jul 2020
Rateless Codes for Private Distributed Matrix-Matrix Multiplication Rawad Bitar M. Xhemrishi Antonia Wachter-Zeh 17 6 0 27 Apr 2020
Conditional Disclosure of Secrets: A Noise and Signal Alignment Approach Zhou Li Hua Sun 32 11 0 13 Feb 2020
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning Jinhyun So Başak Güler A. Avestimehr FedML 27 289 0 11 Feb 2020
DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation Shashank Rajput Hongyi Wang Zachary B. Charles Dimitris Papailiopoulos FedML 16 131 0 29 Jul 2019
On the Upload versus Download Cost for Secure and Private Matrix Multiplication Wei-Ting Chang Ravi Tandon FedML 14 42 0 25 Jun 2019
Timely-Throughput Optimal Coded Computing over Cloud Networks Chien-Sheng Yang Ramtin Pedarsani A. Avestimehr 16 34 0 11 Apr 2019
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning Jinhyun So Başak Güler A. Avestimehr FedML 19 114 0 02 Feb 2019
CodedSketch: A Coding Scheme for Distributed Computation of Approximated Matrix Multiplication Tayyebeh Jahani-Nezhad M. Maddah-ali 21 41 0 26 Dec 2018
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and Security Simultaneously Songze Li Mingchao Yu Chien-Sheng Yang A. Avestimehr Sreeram Kannan Pramod Viswanath 24 110 0 27 Sep 2018