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We study security-latency bounds for Nakamoto consensus, i.e., how secure a block is after it becomes $k$-deep in the chain. We improve the state-of-the-art bounds by analyzing the race between adversarial and honest chains in three…

密码学与安全 · 计算机科学 2024-07-25 Mustafa Doger , Sennur Ulukus

Simple closed-form upper and lower bounds are developed for the security of the Nakamoto consensus as a function of the confirmation depth, the honest and adversarial block mining rates, and an upper bound on the block propagation delay.…

密码学与安全 · 计算机科学 2022-08-30 Dongning Guo , Ling Ren

This paper investigates the fundamental trade-offs between block safety, confirmation latency, and transaction throughput of proof-of-work (PoW) longest-chain fork-choice protocols, also known as PoW Nakamoto consensus. New upper and lower…

密码学与安全 · 计算机科学 2024-12-05 Shu-Jie Cao , Dongning Guo

Safety guarantees and security-latency problem of Nakamoto consensus have been extensively studied in the last decade with a bounded delay model. Recent studies have shown that PoW protocol is secure under random delay models as well. In…

密码学与安全 · 计算机科学 2024-05-13 Mustafa Doger , Sennur Ulukus , Nail Akar

Traditional security models for Nakamoto-style blockchains assume instantaneous synchronization among malicious nodes, which overestimate adversarial coordination capability. We revisit these existing models and propose two more realistic…

密码学与安全 · 计算机科学 2026-01-06 Junjie Hu

Extensive research on Nakamoto-style consensus protocols has shown that network delays degrade the security of these protocols. Established results indicate that, perhaps surprisingly, maximal security is achieved when the network is as…

密码学与安全 · 计算机科学 2024-04-16 Jannik Albrecht , Sebastien Andreina , Frederik Armknecht , Ghassan Karame , Giorgia Marson , Julian Willingmann

This paper studies proof-of-work Nakamoto consensus protocols under bounded network delays, settling two long-standing questions in blockchain security: What is the most effective attack on block safety under a given block confirmation…

密码学与安全 · 计算机科学 2025-09-16 Shu-Jie Cao , Dongning Guo

In the field of distributed consensus and blockchains, the synchronous communication model assumes that all messages between honest parties are delayed at most by a known constant $\Delta$. Recent literature establishes that the…

密码学与安全 · 计算机科学 2021-02-02 Suryanarayana Sankagiri , Shreyas Gandlur , Bruce Hajek

A proof of the security of the Bitcoin protocol is made rigorous, and simplified in certain parts. A computational model in which an adversary can delay transmission of blocks by time $\Delta$ is considered. The protocol is generalized to…

密码学与安全 · 计算机科学 2026-04-17 Christopher Blake , Chen Feng , Xuechao Wang , Qianyu Yu

We investigate the time to consensus in Nakamoto blockchains. Specifically, we consider two competing growth processes, labeled \emph{honest} and \emph{adversarial}, and determine the time after which the honest process permananetly exceeds…

分布式、并行与集群计算 · 计算机科学 2025-11-18 Partha S. Dey , Aditya S. Gopalan , Vijay G. Subramanian

Blokchain is a promising technology to enable distributed and reliable data sharing at the network edge. The high security in blockchain is undoubtedly a critical factor for the network to handle important data item. On the other hand,…

分布式、并行与集群计算 · 计算机科学 2022-12-09 Yixin Li , Liang Liang , Yunjian Jia , Wanli Wen , Chaowei Tang , Zhengchuan Chen

Consensus protocols are currently the bottlenecks that prevent blockchain systems from scaling. However, we argue that transaction execution is also important to the performance and security of blockchains. In other words, there are ample…

分布式、并行与集群计算 · 计算机科学 2020-07-15 Daniël Reijsbergen , Tien Tuan Anh Dinh

Blockchain has many benefits including decentralization, availability, persistency, consistency, anonymity, auditability and accountability, and it also covers a wide spectrum of applications ranging from cryptocurrency, financial services,…

计算工程、金融与科学 · 计算机科学 2018-10-02 Quan-Lin Li , Jing-Yu Ma , Yan-Xia Chang

Due to the increasing interest in blockchain technology for fostering secure, auditable, decentralized applications, a set of challenges associated with this technology need to be addressed. In this letter, we focus on the delay associated…

网络与互联网体系结构 · 计算机科学 2022-02-04 Francesc Wilhelmi , Sergio Barrachina-Muñoz , Paolo Dini

For Nakamoto's longest-chain consensus protocol, whose proof-of-work (PoW) and proof-of-stake (PoS) variants power major blockchains such as Bitcoin and Cardano, we revisit the classic problem of the security-performance tradeoff: Given a…

密码学与安全 · 计算机科学 2024-06-26 Lucianna Kiffer , Joachim Neu , Srivatsan Sridhar , Aviv Zohar , David Tse

Blockchain offers a decentralized, immutable, transparent system of records. It offers a peer-to-peer network of nodes with no centralised governing entity making it unhackable and therefore, more secure than the traditional paper-based or…

密码学与安全 · 计算机科学 2019-11-27 Harsh Jot Singh , Abdelhakim Senhaji Hafid

A decentralized federated learning architecture is proposed to apply to the Businesses-to-Businesses scenarios by introducing the consortium blockchain in this paper. We introduce a model verification mechanism to ensure the quality of…

机器学习 · 统计学 2021-05-11 Pengcheng Ren , Tongjiang Yan

In this paper, we identify a new form of attack, called the Balance attack, against proof-of-work blockchain systems. The novelty of this attack consists of delaying network communications between multiple subgroups of nodes with balanced…

分布式、并行与集群计算 · 计算机科学 2017-01-02 Christopher Natoli , Vincent Gramoli

Formal analyses of blockchain protocols have received much attention recently. Consistency results of Nakamoto's blockchain protocol are often expressed in a quantity $c$, which denotes the expected number of network delays before some…

密码学与安全 · 计算机科学 2020-03-16 Jun Zhao , Jing Tang , Li Zengxiang , Huaxiong Wang , Kwok-Yan Lam , Kaiping Xue

Security analyses for consensus protocols in blockchain research have primarily focused on the synchronous model, where point-to-point communication delays are upper bounded by a known finite constant. These models are unrealistic in noisy…

密码学与安全 · 计算机科学 2022-02-17 Taha Ameen , Suryanarayana Sankagiri , Bruce Hajek
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