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Greybox fuzzing is a lightweight testing approach that effectively detects bugs and security vulnerabilities. However, greybox fuzzers randomly mutate program inputs to exercise new paths; this makes it challenging to cover code that is…

Cryptography and Security · Computer Science 2018-07-23 Valentin Wüstholz , Maria Christakis

Ethereum is a distributed, peer-to-peer blockchain infrastructure that has attracted billions of dollars. Perhaps due to its success, Ethereum has become a target for various kinds of attacks, motivating researchers to explore different…

Cryptography and Security · Computer Science 2024-09-04 Ismael Medeiros , Fausto Carvalho , Alexandre Ferreira , Rodrigo Bonifácio , Fabiano Cavalcanti Fernandes

Automatic test generation typically aims to generate inputs that explore new paths in the program under test in order to find bugs. Existing work has, therefore, focused on guiding the exploration toward program parts that are more likely…

Software Engineering · Computer Science 2019-05-20 Valentin Wüstholz , Maria Christakis

Smart contracts are increasingly being used to manage large numbers of high-value cryptocurrency accounts. There is a strong demand for automated, efficient, and comprehensive methods to detect security vulnerabilities in a given contract.…

Cryptography and Security · Computer Science 2023-04-14 Michael Rodler , David Paaßen , Wenting Li , Lukas Bernhard , Thorsten Holz , Ghassan Karame , Lucas Davi

Smart contract (SC) fuzzing is a critical technique for detecting vulnerabilities in blockchain applications. However, its adoption remains challenging for practitioners due to fundamental differences between SCs and traditional software…

Human-Computer Interaction · Computer Science 2025-06-10 Guanming Qiao , Partha Protim Paul

With its unique advantages such as decentralization and immutability, blockchain technology has been widely used in various fields in recent years. The smart contract running on the blockchain is also playing an increasingly important role…

Cryptography and Security · Computer Science 2021-06-22 Mengjie Ding , Peiru Li , Shanshan Li , He Zhang

Decentralized cryptocurrencies feature the use of blockchain to transfer values among peers on networks without central agency. Smart contracts are programs running on top of the blockchain consensus protocol to enable people make…

Software Engineering · Computer Science 2018-08-06 Bo Jiang , Ye Liu , W. K. Chan

In the past few years, several attacks against the vulnerabilities of EOSIO smart contracts have caused severe financial losses to this prevalent blockchain platform. As a lightweight test-generation approach, grey-box fuzzing can open up…

Cryptography and Security · Computer Science 2022-11-07 Jianfei Zhou , Tianxing Jiang , Shuwei Song , Ting Chen

Smart contracts, the cornerstone of decentralized applications, have become increasingly prominent in revolutionizing the digital landscape. However, vulnerabilities in smart contracts pose great risks to user assets and undermine overall…

Software Engineering · Computer Science 2024-08-20 Ruichao Liang , Jing Chen , Cong Wu , Kun He , Yueming Wu , Ruochen Cao , Ruiying Du , Yang Liu , Ziming Zhao

Smart contracts are Turing-complete programs that are executed across a blockchain. Unlike traditional programs, once deployed, they cannot be modified. As smart contracts carry more value, they become more of an exciting target for…

Cryptography and Security · Computer Science 2021-03-11 Christof Ferreira Torres , Antonio Ken Iannillo , Arthur Gervais , Radu State

Blockchain smart contracts have given rise to a variety of interesting and compelling applications and emerged as a revolutionary force for the Internet. Quite a few practitioners have devoted themselves to developing tools for detecting…

Cryptography and Security · Computer Science 2023-01-13 Zhenguang Liu , Peng Qian , Jiaxu Yang , Lingfeng Liu , Xiaojun Xu , Qinming He , Xiaosong Zhang

As blockchain smart contracts become more widespread and carry more valuable digital assets, they become an increasingly attractive target for attackers. Over the past few years, smart contracts have been subject to a plethora of…

Cryptography and Security · Computer Science 2023-12-12 Peng Qian , Hanjie Wu , Zeren Du , Turan Vural , Dazhong Rong , Zheng Cao , Lun Zhang , Yanbin Wang , Jianhai Chen , Qinming He

Fuzzing is a widely used technique for detecting vulnerabilities in smart contracts, which generates transaction sequences to explore the execution paths of smart contracts. However, existing fuzzers are falling short in detecting…

Cryptography and Security · Computer Science 2025-11-18 Jie Chen , Liangmin Wang

Smart contracts are Turing-complete programs that execute on the infrastructure of the blockchain, which often manage valuable digital assets. Solidity is one of the most popular programming languages for writing smart contracts on the…

Software Engineering · Computer Science 2020-04-21 Tai D. Nguyen , Long H. Pham , Jun Sun , Yun Lin , Quang Tran Minh

Network applications are routinely under attack. We consider the problem of developing an effective and efficient fuzzer for the recently ratified QUIC network protocol to uncover security vulnerabilities. QUIC offers a unified transport…

Cryptography and Security · Computer Science 2025-03-26 Kian Kai Ang , Damith C. Ranasinghe

Given the growing importance of smart contracts in various applications, ensuring their security and reliability is critical. Fuzzing, an effective vulnerability detection technique, has recently been widely applied to smart contracts.…

Software Engineering · Computer Science 2024-02-06 Shuohan Wu , Zihao Li , Luyi Yan , Weimin Chen , Muhui Jiang , Chenxu Wang , Xiapu Luo , Hao Zhou

Smart contracts are susceptible to critical vulnerabilities. Hybrid dynamic analyses, such as concolic execution assisted fuzzing and foundation model assisted fuzzing, have emerged as highly effective testing techniques for smart contract…

Software Engineering · Computer Science 2024-09-10 Sally Junsong Wang , Jianan Yao , Kexin Pei , Hidedaki Takahashi , Junfeng Yang

Smart contracts are critical financial instruments, and their security is of utmost importance. However, smart contract programs are difficult to fuzz due to the persistent blockchain state behind all transactions. Mutating sequences of…

Cryptography and Security · Computer Science 2023-06-30 Chaofan Shou , Shangyin Tan , Koushik Sen

Coverage-based greybox fuzzing (CGF) is one of the most successful methods for automated vulnerability detection. Given a seed file (as a sequence of bits), CGF randomly flips, deletes or bits to generate new files. CGF iteratively…

Cryptography and Security · Computer Science 2020-05-22 Van-Thuan Pham , Marcel Böhme , Andrew E. Santosa , Alexandru Răzvan Căciulescu , Abhik Roychoudhury

Billions of dollars are transacted through smart contracts, making vulnerabilities a major financial risk. One focus in the security arms race is on profitable vulnerabilities that attackers can exploit. Fuzzing is a key method for…

Cryptography and Security · Computer Science 2025-02-13 Ziqiao Kong , Cen Zhang , Maoyi Xie , Ming Hu , Yue Xue , Ye Liu , Haijun Wang , Yang Liu
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