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Replicated services are inherently vulnerable to failures and security breaches. In a long-running system, it is, therefore, indispensable to maintain a reconfiguration mechanism that would replace faulty replicas with correct ones. An…

分布式、并行与集群计算 · 计算机科学 2021-10-22 Petr Kuznetsov , Andrei Tonkikh

Distributed learning has many computational benefits but is vulnerable to attacks from a subset of devices transmitting incorrect information. This paper investigates Byzantine-resilient algorithms in a decentralized setting, where devices…

机器学习 · 计算机科学 2025-07-04 Renaud Gaucher , Aymeric Dieuleveut , Hadrien Hendrikx

The Byzantine agreement problem is considered to be a core problem in distributed systems. For example, Byzantine agreement is needed to build a blockchain, a totally ordered log of records. Blockchains are asynchronous distributed systems,…

分布式、并行与集群计算 · 计算机科学 2020-05-27 Ye Wang , Roger Wattenhofer

This paper proposes the first implementation of a self-stabilizing regular register emulated by $n$ servers that is tolerant to both mobile Byzantine agents, and \emph{transient failures} in a round-free synchronous model. Differently from…

分布式、并行与集群计算 · 计算机科学 2018-10-24 Silvia Bonomi , Antonella Del Pozzo , Maria Potop-Butucaru , Sébastien Tixeuil

Self-stabilization is a versatile approach to fault-tolerance since it permits a distributed system to recover from any transient fault that arbitrarily corrupts the contents of all memories in the system. Byzantine tolerance is an…

分布式、并行与集群计算 · 计算机科学 2011-04-29 Swan Dubois , Toshimitsu Masuzawa , Sébastien Tixeuil

Byzantine fault tolerance (BFT) consensus is a fundamental primitive for distributed computation. However, BFT protocols suffer from the ordering manipulation, in which an adversary can make front-running. Several protocols are proposed to…

分布式、并行与集群计算 · 计算机科学 2022-09-20 Guangren Wang , Liang Cai , Fangyu Gai , Jianyu Niu

Blockchain technology offers a decentralized and secure method for storing and authenticating data, rendering it well-suited for various applications such as digital currencies, supply chain management, and voting systems. However, the…

分布式、并行与集群计算 · 计算机科学 2025-04-25 Mohammad R. Shakournia , Pooya Jamshidi , Hamid Reza Faragardi , Nasser Yazdani

Decentralized learning has gained great popularity to improve learning efficiency and preserve data privacy. Each computing node makes equal contribution to collaboratively learn a Deep Learning model. The elimination of centralized…

机器学习 · 计算机科学 2021-10-22 Shangwei Guo , Tianwei Zhang , Han Yu , Xiaofei Xie , Lei Ma , Tao Xiang , Yang Liu

Byzantine general problem is the core problem of the consensus algorithm, and many protocols are proposed recently to improve the decentralization level, the performance and the security of the blockchain. There are two challenging issues…

分布式、并行与集群计算 · 计算机科学 2019-07-09 Tzu-Wei Chao , Hao Chung , Po-Chun Kuo

In this paper, we propose a zeroth-order resilient distributed online algorithm for networks under Byzantine edge attacks. We assume that both the edges attacked by Byzantine adversaries and the objective function are time-varying.…

最优化与控制 · 数学 2025-11-10 Yuhang Liu , Wenjun Mei

This work considers resilient, cooperative state estimation in unreliable multi-agent networks. A network of agents aims to collaboratively estimate the value of an unknown vector parameter, while an {\em unknown} subset of agents suffer…

系统与控制 · 计算机科学 2018-10-25 Lili Su , Shahin Shahrampour

Today's mainstream network timing models for distributed computing are synchrony, partial synchrony, and asynchrony. These models are coarse-grained and often make either too strong or too weak assumptions about the network. This paper…

分布式、并行与集群计算 · 计算机科学 2024-08-29 Neil Giridharan , Ittai Abraham , Natacha Crooks , Kartik Nayak , Ling Ren

We show that asynchronous $t$ faults Byzantine system is equivalent to asynchronous $t$-resilient system, where unbeknownst to all, the private inputs of at most $t$ processors were altered and installed by a malicious oracle. The immediate…

分布式、并行与集群计算 · 计算机科学 2016-08-04 Danny Dolev , Eli Gafni

This paper focuses on decentralized stochastic optimization in the presence of Byzantine attacks. During the optimization process, an unknown number of malfunctioning or malicious workers, termed as Byzantine workers, disobey the…

分布式、并行与集群计算 · 计算机科学 2023-04-13 Zhaoxian Wu , Tianyi Chen , Qing Ling

Self-stabilization is a versatile fault-tolerance approach that characterizes the ability of a system to eventually resume a correct behavior after any finite number of transient faults. In this paper, we propose a self-stabilizing reset…

分布式、并行与集群计算 · 计算机科学 2019-04-23 Stéphane Devismes , Colette Johnen

Consider a fully-connected synchronous distributed system consisting of $n$ nodes, where up to $f$ nodes may be faulty and every node starts in an arbitrary initial state. In the synchronous $C$-counting problem, all nodes need to…

分布式、并行与集群计算 · 计算机科学 2017-01-18 Christoph Lenzen , Joel Rybicki

We develop deterministic algorithms for the problems of consensus, gossiping and checkpointing with nodes prone to failing. Distributed systems are modeled as synchronous complete networks. Failures are represented either as crashes or…

数据结构与算法 · 计算机科学 2023-05-22 Bogdan S. Chlebus , Dariusz R. Kowalski , Jan Olkowski

This paper describes a simple and efficient Binary Byzantine faulty tolerant consensus algorithm using a weak round coordinator and the partial synchrony assumption to ensure liveness. In the algorithm, non-faulty nodes perform an initial…

分布式、并行与集群计算 · 计算机科学 2020-01-23 Tyler Crain

This paper investigates the task solvability of mobile robot systems subject to Byzantine faults. We first consider the gathering problem, which requires all robots to meet in finite time at a non-predefined location. It is known that the…

分布式、并行与集群计算 · 计算机科学 2011-06-02 Taisuke Izumi , Zohir Bouzid , Sébastien Tixeuil , Koichi Wada

In this paper, we study the Byzantine lattice agreement problem in synchronous systems. The lattice agreement problem in crash failure model has been studied both in synchronous and asynchronous systems, which leads to the current best…

分布式、并行与集群计算 · 计算机科学 2020-02-18 Xiong Zheng , Vijay Garg