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We revisit Byzantine robust distributed estimation for high-dimensional sparse linear models. By combining local $\ell_1$-regularized robust estimation with robust aggregation at the server, the framework applies to pseudo-Huber regression,…

机器学习 · 计算机科学 2026-05-14 Yuxuan Wang , Lixin Zhang , Kangqiang Li

Numerous distributed tasks have to be handled in a setting where a fraction of nodes behaves Byzantine, that is, deviates arbitrarily from the intended protocol. Resilient, deterministic protocols rely on the detection of majorities to…

分布式、并行与集群计算 · 计算机科学 2025-02-10 Philipp Schneider

We consider the problem of finding the asymptotic capacity of symmetric private information retrieval (SPIR) with $B$ Byzantine servers. Prior to finding the capacity, a definition for the Byzantine servers is needed since in the literature…

信息论 · 计算机科学 2025-01-29 Mohamed Nomeir , Alptug Aytekin , Sennur Ulukus

A self-stabilizing simulation of a single-writer multi-reader atomic register is presented. The simulation works in asynchronous message-passing systems, and allows processes to crash, as long as at least a majority of them remain working.…

分布式、并行与集群计算 · 计算机科学 2010-08-03 Noga Alon , Hagit Attiya , Shlomi Dolev , Swan Dubois , Maria Gradinariu , Sebastien Tixeuil

Quantum aided Byzantine agreement (QBA) is an important distributed quantum algorithm with unique features in comparison to classical deterministic and randomized algorithms, requiring only a constant expected number of rounds in addition…

量子物理 · 物理学 2019-06-05 M. Amin Taherkhani , Keivan Navi , Rodney Van Meter

The problem of distributed inference with M-ary quantized data at the sensors is investigated in the presence of Byzantine attacks. We assume that the attacker does not have knowledge about either the true state of the phenomenon of…

信息论 · 计算机科学 2014-01-15 V. Sriram Siddhardh , Nadendla , Yunghsiang S. Han , Pramod K. Varshney

Byzantine Reliable Broadcast (BRB) is a fundamental primitive in distributed computing and cryptographic systems. Reducing the communication complexity of BRB protocols remains an important research direction. However, most work focuses on…

分布式、并行与集群计算 · 计算机科学 2026-05-13 Michael Yiqing Hu , Alvin Hong Yao Yan , Jialin Li

In this paper, we present a Byzantine fault tolerant distributed commit protocol for transactions running over untrusted networks. The traditional two-phase commit protocol is enhanced by replicating the coordinator and by running a…

分布式、并行与集群计算 · 计算机科学 2016-11-17 Wenbing Zhao

This paper investigates the problem \textit{good-case latency} of Byzantine agreement, broadcast and state machine replication in the synchronous authenticated setting. The good-case latency measure captures the time it takes to reach…

密码学与安全 · 计算机科学 2020-12-22 Ittai Abraham , Kartik Nayak , Ling Ren , Zhuolun Xiang

For reaching efficient deterministic synchronous Byzantine agreement upon partially connected networks, the traditional broadcast primitive is extended and integrated with a general framework. With this, the Byzantine agreement is extended…

分布式、并行与集群计算 · 计算机科学 2022-03-09 Shaolin Yu , Jihong Zhu , Jiali Yang , Wei Lu

The paper addresses the problem of emulating a regular register in a synchronous distributed system where clients invoking ${\sf read}()$ and ${\sf write}()$ operations are anonymous while server processes maintaining the state of the…

分布式、并行与集群计算 · 计算机科学 2017-04-20 Antonella Del Pozzo , Silvia Bonomi , Riccardo Lazzeretti , Roberto Baldoni

The popularization of blockchains leads to a resurgence of interest in Byzantine Fault-Tolerant (BFT) state machine replication protocols. However, much of the work on this topic focuses on the underlying consensus protocols, with emphasis…

分布式、并行与集群计算 · 计算机科学 2020-05-01 Alysson Bessani , Eduardo Alchieri , João Sousa , André Oliveira , Fernando Pedone

Achieving low-latency consensus in geographically distributed systems remains a key challenge for blockchain and distributed database applications. To this end, there has been significant recent interest in State-Machine-Replication (SMR)…

分布式、并行与集群计算 · 计算机科学 2026-01-28 Brendan Kobayashi Chou , Andrew Lewis-Pye , Patrick O'Grady

Randomisation is a critical tool in designing distributed systems. The common coin primitive, enabling the system members to agree on an unpredictable random number, has proven to be particularly useful. We observe, however, that it is…

分布式、并行与集群计算 · 计算机科学 2022-05-25 Luciano Freitas , Petr Kuznetsov , Andrei Tonkikh

To improve the overall efficiency and reliability of Byzantine protocols in large sparse networks, we propose a new system assumption for developing multi-scale fault-tolerant systems, with which several kinds of multi-scale Byzantine…

分布式、并行与集群计算 · 计算机科学 2022-03-08 Shaolin Yu , Jihong Zhu , Jiali Yang , Yulong Zhan

Federated Learning (FL) paradigms enable large numbers of clients to collaboratively train Machine Learning models on private data. However, due to their multi-party nature, traditional FL schemes are left vulnerable to Byzantine attacks…

机器学习 · 计算机科学 2024-10-31 Atharv Deshmukh

Byzantine Agreement is a key component in many distributed systems. While Dolev and Reischuk have proven a long time ago that quadratic communication complexity is necessary for worst-case runs, the question of what can be done in…

分布式、并行与集群计算 · 计算机科学 2024-01-12 Shir Cohen , Idit Keidar , Alexander Spiegelman

Cassandra is one of the most widely used distributed data stores these days. Cassandra supports flexible consistency guarantees over a wide-column data access model and provides almost linear scale-out performance. This enables application…

分布式、并行与集群计算 · 计算机科学 2016-10-11 Roy Friedman , Roni Licher

Asynchronous distributed machine learning solutions have proven very effective so far, but always assuming perfectly functioning workers. In practice, some of the workers can however exhibit Byzantine behavior, caused by hardware failures,…

Relaxing the sequential specification of a shared object is a way to obtain an implementation with better performance compared to implementing the original specification. We apply this approach to the Counter object, under the assumption…

分布式、并行与集群计算 · 计算机科学 2024-02-23 Colette Johnen , Adnane Khattabi , Alessia Milani , Jennifer L. Welch
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