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Ethereum smart contracts are distributed programs running on top of the Ethereum blockchain. Since program flaws can cause significant monetary losses and can hardly be fixed due to the immutable nature of the blockchain, there is a strong…

密码学与安全 · 计算机科学 2021-01-15 Clara Schneidewind , Markus Scherer , Matteo Maffei

This paper presents a dynamic, real-time approach to detecting anomalous blockchain transactions. The proposed tool, BlockGPT, generates tracing representations of blockchain activity and trains from scratch a large language model to act as…

密码学与安全 · 计算机科学 2023-05-02 Yu Gai , Liyi Zhou , Kaihua Qin , Dawn Song , Arthur Gervais

In the realm of smart contract security, transaction malice detection has been able to leverage properties of transaction traces to identify hacks with high accuracy. However, these methods cannot be applied in real-time to revert malicious…

计算机科学中的逻辑 · 计算机科学 2024-08-28 Zhiyang Chen , Jan Gorzny , Martin Derka

We propose BlockScan, a customized Transformer for anomaly detection in blockchain transactions. Unlike existing methods that rely on rule-based systems or directly apply off-the-shelf large language models (LLMs), BlockScan introduces a…

密码学与安全 · 计算机科学 2025-10-22 Jiahao Yu , Xian Wu , Hao Liu , Wenbo Guo , Xinyu Xing

As blockchain technology continues to evolve, the security of smart contracts has increasingly drawn attention from both academia and industry. The Move language, with its unique resource model and linear type system, provides a solid…

密码学与安全 · 计算机科学 2026-02-03 Yuhe Luo , Zhongwen Li , Xiaoqi Li

The widespread lack of broad source code verification on blockchain explorers such as Etherscan, where despite 78,047,845 smart contracts deployed on Ethereum (as of May 26, 2025), a mere 767,520 (< 1%) are open source, presents a severe…

密码学与安全 · 计算机科学 2025-06-25 Isaac David , Liyi Zhou , Dawn Song , Arthur Gervais , Kaihua Qin

Blockchain systems have received much attention and promise to revolutionize many services. Yet, despite their popularity, current blockchain systems exist in isolation, that is, they cannot share information. While interoperability is…

分布式、并行与集群计算 · 计算机科学 2020-04-24 Enrique Fynn , Alysson Bessani , Fernando Pedone

While Ethereum smart contracts enabled a wide range of blockchain applications, they are extremely vulnerable to different forms of security attacks. Due to the fact that transactions to smart contracts commonly involve cryptocurrency…

软件工程 · 计算机科学 2019-06-12 Jianbo Gao , Han Liu , Chao Liu , Qingshan Li , Zhi Guan , Zhong Chen

As the public Ethereum network surpasses half a billion transactions and enterprise Blockchain systems becoming highly capable of meeting the demands of global deployments, production Blockchain applications are fast becoming commonplace…

密码学与安全 · 计算机科学 2019-09-24 Evan Brinckman , Andrey Kuehlkamp , Jarek Nabrzyski , Ian J. Taylor

Ethereum smart contracts are executable programs, deployed on a peer-to-peer network and executed in a consensus-based fashion. Their bytecode is public, immutable and once deployed to the blockchain, cannot be patched anymore. As smart…

密码学与安全 · 计算机科学 2019-07-10 Konrad Weiss , Julian Schütte

Smart contracts are immutable, verifiable, and autonomous pieces of code that can be deployed and ran on blockchain networks like Ethereum. Due to the immutability nature of blockchain, no change is possible on a deployed smart contract or…

软件工程 · 计算机科学 2019-12-25 Erfan Andesta , Fathiyeh Faghih , Mahdi Fooladgar

Blockchain programs (also known as smart contracts) manage valuable assets like cryptocurrencies and tokens, and implement protocols in domains like decentralized finance (DeFi) and supply-chain management. These types of applications…

密码学与安全 · 计算机科学 2023-11-09 Monika di Angelo , Thomas Durieux , João F. Ferreira , Gernot Salzer

In this paper, we present the first large-scale empirical study of smart contract dependencies, analyzing over 41 million contracts and 11 billion interactions on Ethereum up to December 2024. Our results yield four key insights: (1) 59% of…

软件工程 · 计算机科学 2025-04-03 Monica Jin , Raphina Liu , Martin Monperrus

Context: Smart contracts are computerized self-executing contracts that contain clauses, which are enforced once certain conditions are met. Smart contracts are immutable by design and cannot be modified once deployed, which ensures…

软件工程 · 计算机科学 2023-04-14 Ilham Qasse , Mohammad Hamdaqa , Björn Þór Jónsson

We propose TRAC, a tool for the specification and verification of coordinated multiparty distributed systems. Relying on finite-state machines (FSMs) where transition labels look like Hoare triples, \thetool can specify the coordination of…

计算机科学中的逻辑 · 计算机科学 2024-05-01 Joao Afonso , Elvis Konjoh Selabi , Maurizio Murgia , Antonio Ravara , Emilio Tuosto

Ethereum Smart Contracts based on Blockchain Technology (BT)enables monetary transactions among peers on a blockchain network independent of a central authorizing agency. Ethereum smart contracts are programs that are deployed as…

密码学与安全 · 计算机科学 2021-05-17 Noama Fatima Samreen , Manar H. Alalfi

Blockchains are significantly easing trade finance, with billions of dollars worth of assets being transacted daily. However, analyzing these networks remains challenging due to the sheer volume and complexity of the data. We introduce a…

机器学习 · 计算机科学 2024-05-07 Jason Zhu , Arijit Khan , Cuneyt Gurcan Akcora

Traditional public blockchain systems typically had very limited transaction throughput because of the bottleneck of the consensus protocol itself. With recent advances in consensus technology, the performance limit has been greatly lifted,…

分布式、并行与集群计算 · 计算机科学 2022-02-11 Péter Garamvölgyi , Yuxi Liu , Dong Zhou , Fan Long , Ming Wu

Tracking statements in the commit history of a project is in many cases useful for supporting various software maintenance, comprehension, and evolution tasks. A high level of accuracy can facilitate the adoption of code tracking tools by…

软件工程 · 计算机科学 2024-09-25 Mohammed Tayeeb Hasan , Nikolaos Tsantalis , Pouria Alikhanifard

An important problem in smart contract security is understanding the likelihood and criticality of discovered, or potential, weaknesses in contracts. In this paper we provide a summary of Ethereum smart contract audits performed for 23…

软件工程 · 计算机科学 2020-01-13 Alex Groce , Josselin Feist , Gustavo Grieco , Michael Colburn