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Poorly designed smart contracts are particularly vulnerable, as they may allow attackers to exploit weaknesses and steal the virtual currency they manage. In this study, we train a model using unsupervised learning to identify…

密码学与安全 · 计算机科学 2025-04-15 Hong-Sheng Huang , Jen-Yi Ho , Hao-Wen Chen , Hung-Min Sun

Ethereum, a leading blockchain platform, has revolutionized the digital economy by enabling decentralized transactions and the execution of smart contracts. Ethereum transactions form the backbone of its network, facilitating peer-to-peer…

分布式、并行与集群计算 · 计算机科学 2025-07-30 Dvir David Biton , Roy Friedman , Yaron Hay

This paper presents DeCon, a declarative programming language for implementing smart contracts and specifying contract-level properties. Driven by the observation that smart contract operations and contract-level properties can be naturally…

软件工程 · 计算机科学 2022-07-29 Haoxian Chen , Gerald Whitters , Mohammad Javad Amiri , Yuepeng Wang , Boon Thau Loo

Ethereum has become a widely used platform to enable secure, Blockchain-based financial and business transactions. However, many identified bugs and vulnerabilities in smart contracts have led to serious financial losses, which raises…

软件工程 · 计算机科学 2021-07-06 Zhipeng Gao

Smart contract vulnerabilities have led to significant financial losses, with their increasing complexity rendering outright prevention of hacks increasingly challenging. This trend highlights the crucial need for advanced forensic analysis…

密码学与安全 · 计算机科学 2025-04-15 Kaihua Qin , Zhe Ye , Zhun Wang , Weilin Li , Liyi Zhou , Chao Zhang , Dawn Song , Arthur Gervais

In Ethereum, the practice of verifying the validity of the passed addresses is a common practice, which is a crucial step to ensure the secure execution of smart contracts. Vulnerabilities in the process of address verification can lead to…

密码学与安全 · 计算机科学 2024-06-03 Tianle Sun , Ningyu He , Jiang Xiao , Yinliang Yue , Xiapu Luo , Haoyu Wang

Over the last few years, there has been substantial research on automated analysis, testing, and debugging of Ethereum smart contracts. However, it is not trivial to compare and reproduce that research. To address this, we present an…

软件工程 · 计算机科学 2020-02-11 Thomas Durieux , João F. Ferreira , Rui Abreu , Pedro Cruz

Smart contracts have been increasingly used together with blockchains to automate financial and business transactions. However, many bugs and vulnerabilities have been identified in many contracts which raises serious concerns about smart…

软件工程 · 计算机科学 2020-05-21 Zhipeng Gao , Lingxiao Jiang , Xin Xia , David Lo , John Grundy

In recent years, the confidentiality of smart contracts has become a fundamental requirement for practical applications. While many efforts have been made to develop architectural capabilities for enforcing confidential smart contracts, a…

密码学与安全 · 计算机科学 2023-02-14 Qian Ren , Yingjun Wu , Han Liu , Yue Li , Anne Victor , Hong Lei , Lei Wang , Bangdao Chen

The adoption of blockchain based distributed ledgers is growing fast due to their ability to provide reliability, integrity, and auditability without trusted entities. One of the key capabilities of these emerging platforms is the ability…

密码学与安全 · 计算机科学 2019-01-23 Anastasia Mavridou , Aron Laszka , Emmanouela Stachtiari , Abhishek Dubey

An appealing feature of blockchain technology is smart contracts. A smart contract is executable code that runs on top of the blockchain to facilitate, execute and enforce an agreement between untrusted parties without the involvement of a…

密码学与安全 · 计算机科学 2017-10-18 Maher Alharby , Aad van Moorsel

In proof-of-work based blockchains such as Ethereum, verification of blocks is an integral part of establishing consensus across nodes. However, in Ethereum, miners do not receive a reward for verifying. This implies that miners face the…

密码学与安全 · 计算机科学 2020-04-28 Maher Alharby , Roben Castagna Lunardi , Amjad Aldweesh , Aad van Moorsel

To govern smart contracts running on Ethereum, multiple Ethereum Request for Comment (ERC) standards have been developed, each containing a set of rules to guide the behaviors of smart contracts. Violating the ERC rules could cause serious…

密码学与安全 · 计算机科学 2024-04-09 Shihao Xia , Shuai Shao , Mengting He , Tingting Yu , Linhai Song , Yiying Zhang

Given the low throughput of blockchains like Bitcoin and Ethereum, scalability - the ability to process an increasing number of transactions - has become a central focus of blockchain research. One promising approach is the parallelization…

计算机科学与博弈论 · 计算机科学 2025-08-11 Bahar Acilan , Andrei Constantinescu , Lioba Heimbach , Roger Wattenhofer

Ethereum smart contracts operate in a concurrent environment where multiple transactions can be submitted simultaneously. However, the Ethereum Virtual Machine (EVM) enforces sequential execution of transactions within each block to prevent…

分布式、并行与集群计算 · 计算机科学 2025-07-23 Atefeh Zareh Chahoki , Marco Roveri

Several recent proposals implicitly or explicitly suggest making use of randomized transaction ordering within a block to mitigate centralization effects and to improve fairness in the Ethereum ecosystem. However, transactions and blocks…

分布式、并行与集群计算 · 计算机科学 2025-10-01 Jan Droll

While a plethora of machine learning (ML) models are currently available, along with their implementation on disparate platforms, there is hardly any verifiable ML code which can be executed on public blockchains. We propose a novel…

新兴技术 · 计算机科学 2025-03-11 Nikumbh Sarthak Sham , Sandip Chakraborty , Shamik Sural

Smart contracts are blockchain-based algorithms that execute when specific criteria are satisfied. They are often used to automate the implementation of an agreement so that all parties may be confident of the conclusion right away, without…

密码学与安全 · 计算机科学 2022-12-19 Harry Virani , Manthan Kyada

Smart contracts written in Solidity are programs used in blockchain networks, such as Etherium, for performing transactions. However, as with any piece of software, they are prone to errors and may present vulnerabilities, which malicious…

计算机科学中的逻辑 · 计算机科学 2021-11-29 Kunjian Song , Nedas Matulevicius , Eddie B. de Lima Filho , Lucas C. Cordeiro

Recently, a number of existing blockchain systems have witnessed major bugs and vulnerabilities within smart contracts. Although the literature features a number of proposals for securing smart contracts, these proposals mostly focus on…

密码学与安全 · 计算机科学 2018-12-17 Michael Rodler , Wenting Li , Ghassan O. Karame , Lucas Davi