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This report considers the problem of Byzantine fault-tolerance in multi-agent collaborative optimization.
Coding theory
Jacobus Hendricus Van Lint · 1971
Earlier work this paper cites.
The Byzantine generals problem
Leslie Lamport, Robert Shostak, and Marshall Pease · 1982
Earlier work this paper cites.
Distributed algorithms
Nancy A Lynch · 1996
Earlier work this paper cites.
Convex optimization
Stephen Boyd and Lieven Vandenberghe · 2004
Earlier work this paper cites.
Distributed optimization in sensor networks
Michael Rabbat and Robert Nowak · 2004
Earlier work this paper cites.
Distributed optimization for cooperative agents: Application to formation flight
Robin L Raffard, Claire J Tomlin, and Stephen P Boyd · 2004
Earlier work this paper cites.
Distributed subgradient methods for multi-agent optimization
Angelia Nedic and Asuman Ozdaglar · 2009
Earlier work this paper cites.
Introduction to coding theory lecture notes
Yehuda Lindell · 2010
Earlier work this paper cites.
Distributed optimization and statistical learning via the alternating direction method of multipliers
Stephen Boyd, Neal Parikh, Eric Chu, Borja Peleato, Jonathan Eckstein, et al · 2011
Earlier work this paper cites.
Dual averaging for distributed optimization: Convergence analysis and network scaling
John C Duchi, Alekh Agarwal, and Martin J Wainwright · 2011
Earlier work this paper cites.
Robustness of attack-resilient state estimators
Miroslav Pajic, James Weimer, Nicola Bezzo, Paulo Tabuada, Oleg Sokolsky, Insup Lee, and George J Pappas · 2014
Earlier work this paper cites.
Robust regression via hard thresholding
Kush Bhatia, Prateek Jain, and Purushottam Kar · 2015
Cited alongside, same era.
Observability of linear systems under adversarial attacks
Michelle S Chong, Masashi Wakaiki, and Joao P Hespanha · 2015
Cited alongside, same era.
Imhotep-smt: A satisfiability modulo theory solver for secure state estimation
Yasser Shoukry, Pierluigi Nuzzo, Alberto Puggelli, Alberto L Sangiovanni-Vincentelli, Sanjit A Seshia, Mani Srivastava, and Paulo Tabuada · 2015
Cited alongside, same era.
Fault-tolerant multi-agent optimization: optimal iterative distributed algorithms
Lili Su and Nitin H Vaidya · 2016
Cited alongside, same era.
Robust multi-agent optimization: coping with Byzantine agents with input redundancy
Lili Su and Nitin H Vaidya · 2016
Cited alongside, same era.
Machine learning with adversaries: Byzantine tolerant gradient descent
Byrdie: Byzantine-resilient distributed coordinate descent for decentralized learning, 2017
Zhixiong Yang and Waheed U. Bajwa · 2017
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Byzantine stochastic gradient descent
Dan Alistarh, Zeyuan Allen-Zhu, and Jerry Li · 2018
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signsgd with majority vote is communication efficient and Byzantine fault tolerant
Jeremy Bernstein, Jiawei Zhao, Kamyar Azizzadenesheli, and Anima Anandkumar · 2018
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Optimization methods for large-scale machine learning
Léon Bottou, Frank E Curtis, and Jorge Nocedal · 2018
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Resilient distributed estimation through adversary detection
Yuan Chen, Soummya Kar, and Jose MF Moura · 2018
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Finite-time guarantees for Byzantine-resilient distributed state estimation with noisy measurements
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Peva Blanchard, Rachid Guerraoui, Julien Stainer, et al · 2017
Cited alongside, same era.
Learning from untrusted data
Moses Charikar, Jacob Steinhardt, and Gregory Valiant · 2017
Cited alongside, same era.
Distributed statistical machine learning in adversarial settings: Byzantine gradient descent
Yudong Chen, Lili Su, and Jiaming Xu · 2017
Cited alongside, same era.
Attack-resilient state estimation for noisy dynamical systems
Miroslav Pajic, Insup Lee, and George J Pappas · 2017
Cited alongside, same era.
Secure state estimation for cyber-physical systems under sensor attacks: A satisfiability modulo theory approach
Yasser Shoukry, Pierluigi Nuzzo, Alberto Puggelli, Alberto L Sangiovanni-Vincentelli, Sanjit A Seshia, and Paulo Tabuada · 2017
Cited alongside, same era.
Lili Su and Shahin Shahrampour · 2018
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Distributed optimization under adversarial nodes
Shreyas Sundaram and Bahman Gharesifard · 2018
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Generalized Byzantine-tolerant sgd
Cong Xie, Oluwasanmi Koyejo, and Indranil Gupta · 2018
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Byzantine fault tolerant distributed linear regression
Nirupam Gupta and Nitin H Vaidya · 2019
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Advances and open problems in federated learning
Peter Kairouz, H Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Keith Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, et al · 2019
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