Distributed Optimization Under Adversarial Nodes

29 June 2016

Papers citing "Distributed Optimization Under Adversarial Nodes"

43 / 43 papers shown

Title
A survey on secure decentralized optimization and learning Changxin Liu Nicola Bastianello Wei Huo Yang Shi Karl H. Johansson 101 4 0 16 Aug 2024
Fast Distributed Optimization over Directed Graphs under Malicious Attacks using Trust Arif Kerem Dayı Orhan Eren Akgün Stephanie Gil Michal Yemini Angelia Nedić 70 1 0 09 Jul 2024
Resilient Average Consensus with Adversaries via Distributed Detection and Recovery Liwei Yuan Hideaki Ishii 107 4 0 29 May 2024
VALID: a Validated Algorithm for Learning in Decentralized Networks with Possible Adversarial Presence Mayank Bakshi Sara Ghasvarianjahromi Yauhen Yakimenka Allison Beemer O. Kosut Joerg Kliewer 65 0 0 12 May 2024
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries K. Kuwaranancharoen Lei Xin S. Sundaram 78 5 0 11 Mar 2024
How Physicality Enables Trust: A New Era of Trust-Centered Cyberphysical Systems Stephanie Gil M. Yemini A. Chorti Angelia Nedić H. Vincent Poor Andrea J. Goldsmith AI4CE 108 12 0 13 Nov 2023
Vector-Valued Gossip over $w$ -Holonomic Networks Erkan Bayram M. Belabbas Tamer Basar 23 3 0 08 Nov 2023
Byzantine-Resilient Decentralized Multi-Armed Bandits Jingxuan Zhu Alec Koppel Alvaro Velasquez Ji Liu 73 6 0 11 Oct 2023
On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning Haoxiang Ye He Zhu Qing Ling FedML 98 13 0 28 Aug 2023
Byzantine-Robust Decentralized Stochastic Optimization with Stochastic Gradient Noise-Independent Learning Error Jie Peng Weiyu Li Qing Ling 60 2 0 10 Aug 2023
On the Geometric Convergence of Byzantine-Resilient Distributed Optimization Algorithms K. Kuwaranancharoen S. Sundaram FedML 53 9 0 18 May 2023
Resilient Output Consensus Control of Heterogeneous Multi-agent Systems against Byzantine Attacks: A Twin Layer Approach Xin Gong Yiwen Liang Yukang Cui Shih-Hao Liang Tingwen Huang AAML 27 0 0 22 Mar 2023
Learning Trust Over Directed Graphs in Multiagent Systems (extended version) Orhan Eren Akgün Arif Kerem Dayi S. Gil Angelia Nedić 36 6 0 05 Dec 2022
Resilient Distributed Optimization for Multi-Agent Cyberphysical Systems M. Yemini Angelia Nedić Andrea J. Goldsmith Stephanie Gil 118 8 0 05 Dec 2022
Secure Distributed Optimization Under Gradient Attacks Shuhua Yu S. Kar 92 15 0 28 Oct 2022
Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks Tao Yu R. D. Lamare Yi Yu OOD AAML 66 0 0 25 Jun 2022
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds A. Mitra Arman Adibi George J. Pappas Hamed Hassani 81 7 0 06 Jun 2022
A Survey of Graph-Theoretic Approaches for Analyzing the Resilience of Networked Control Systems Mohammad Pirani A. Mitra S. Sundaram AI4CE 68 8 0 25 May 2022
Distributed Statistical Min-Max Learning in the Presence of Byzantine Agents Arman Adibi A. Mitra George J. Pappas Hamed Hassani 61 3 0 07 Apr 2022
Byzantine-Robust Decentralized Learning via ClippedGossip Lie He Sai Praneeth Karimireddy Martin Jaggi FedML 79 19 0 03 Feb 2022
Resilient Consensus with Multi-hop Communication Liwei Yuan H. Ishii 85 17 0 10 Jan 2022
Resilient Consensus-based Multi-agent Reinforcement Learning with Function Approximation Martin Figura Yixuan Lin Ji Liu V. Gupta AAML 35 3 0 12 Nov 2021
Bristle: Decentralized Federated Learning in Byzantine, Non-i.i.d. Environments Joost Verbraeken M. Vos J. Pouwelse 65 4 0 21 Oct 2021
Distributed Online Optimization with Byzantine Adversarial Agents Sourav Sahoo Anand Gokhale R. Kalaimani 107 6 0 25 Sep 2021
Byzantine Fault-Tolerance in Federated Local SGD under 2f-Redundancy Nirupam Gupta Thinh T. Doan Nitin H. Vaidya FedML 66 11 0 26 Aug 2021
A Discrete-time Reputation-based Resilient Consensus Algorithm for Synchronous or Asynchronous Communications Guilherme Ramos Daniel Silvestre C. Silvestre 127 11 0 01 Jul 2021
A Survey on Fault-tolerance in Distributed Optimization and Machine Learning Shuo Liu AI4CE OOD 79 13 0 16 Jun 2021
Byzantine Fault-Tolerance in Peer-to-Peer Distributed Gradient-Descent Nirupam Gupta Nitin H. Vaidya 63 15 0 28 Jan 2021
Detection of Insider Attacks in Distributed Projected Subgradient Algorithms Sissi Xiaoxiao Wu Gangqiang Li Shengli Zhang Xiaohui Lin AAML 51 3 0 18 Jan 2021
Byzantine Fault-Tolerance in Decentralized Optimization under Minimal Redundancy Nirupam Gupta Thinh T. Doan Nitin H. Vaidya 49 4 0 30 Sep 2020
Byzantine Fault-Tolerant Distributed Machine Learning Using Stochastic Gradient Descent (SGD) and Norm-Based Comparative Gradient Elimination (CGE) Nirupam Gupta Shuo Liu Nitin H. Vaidya FedML 84 11 0 11 Aug 2020
Resilience in Collaborative Optimization: Redundant and Independent Cost Functions Nirupam Gupta Nitin H. Vaidya 71 18 0 21 Mar 2020
Byzantine-Resilient Distributed Optimization of Multi-Dimensional Functions K. Kuwaranancharoen Lei Xin S. Sundaram 109 39 0 19 Mar 2020
Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap Somali Chaterji Parinaz Naghizadeh Ardabili M. A. Alam S. Bagchi M. Chiang ... Tiark Rompf A. Sabharwal S. Sundaram James Weimer Jennifer Weller 48 16 0 20 Dec 2019
Optimization for Reinforcement Learning: From Single Agent to Cooperative Agents Dong-hwan Lee Niao He Parameswaran Kamalaruban Volkan Cevher 60 89 0 01 Dec 2019
Adversary-resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model Zhixiong Yang Arpita Gang W. Bajwa OOD AAML 96 16 0 23 Aug 2019
BRIDGE: Byzantine-resilient Decentralized Gradient Descent Cheng Fang Zhixiong Yang W. Bajwa 95 101 0 21 Aug 2019
A New Approach to Distributed Hypothesis Testing and Non-Bayesian Learning: Improved Learning Rate and Byzantine-Resilience A. Mitra J. Richards S. Sundaram FedML 110 45 0 05 Jul 2019
Secure Distributed On-Device Learning Networks With Byzantine Adversaries Yanjie Dong Julian Cheng Md. Jahangir Hossain Victor C. M. Leung FedML 52 23 0 03 Jun 2019
Byzantine Fault Tolerant Distributed Linear Regression Nirupam Gupta Nitin H. Vaidya 68 23 0 20 Mar 2019
A New Approach for Distributed Hypothesis Testing with Extensions to Byzantine-Resilience A. Mitra J. Richards S. Sundaram 119 20 0 14 Mar 2019
Determining r- and (r,s)-Robustness of Digraphs Using Mixed Integer Linear Programming James Usevitch Dimitra Panagou 85 24 0 30 Jan 2019
Determining r-Robustness of Digraphs Using Mixed Integer Linear Programming James Usevitch Dimitra Panagou 74 4 0 02 Oct 2018