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Related papers: SBFT Tool Competition 2023 -- Fuzzing Track

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The current hardware landscape and application scale is driving performance engineers towards writing bespoke optimizations. Verifying such optimizations, and generating minimal failing cases, is important for robustness in the face of…

Software Engineering · Computer Science 2023-06-29 Philipp Schaad , Timo Schneider , Tal Ben-Nun , Alexandru Calotoiu , Alexandros Nikolaos Ziogas , Torsten Hoefler

Modern society is full of computational challenges that rely on probabilistic reasoning, statistics, and combinatorics. Interestingly, many of these questions can be formulated by encoding them into propositional formulas and then asking…

Artificial Intelligence · Computer Science 2025-04-22 Johannes K. Fichte , Markus Hecher

Directed greybox fuzzing (DGF) can quickly discover or reproduce bugs in programs by seeking to reach a program location or explore some locations in order. However, due to their static stage division and coarse-grained energy scheduling,…

Cryptography and Security · Computer Science 2022-07-01 Hongliang Liang , Xianglin Cheng , Jie Liu , Jin Li

The ever-increasing complexity of design specifications for processors and intellectual property (IP) presents a formidable challenge for early bug detection in the modern IC design cycle. The recent advancements in hardware fuzzing have…

Cryptography and Security · Computer Science 2025-10-01 Raghul Saravanan , Sai Manoj P D

Fuzzing is one of the most effective technique to identify potential software vulnerabilities. Most of the fuzzers aim to improve the code coverage, and there is lack of directedness (e.g., fuzz the specified path in a software). In this…

Cryptography and Security · Computer Science 2020-10-26 Xiaogang Zhu , Shigang Liu , Xian Li , Sheng Wen , Jun Zhang , Camtepe Seyit , Yang Xiang

Typical security contests focus on breaking or mitigating the impact of buggy systems. We present the Build-it, Break-it, Fix-it (BIBIFI) contest, which aims to assess the ability to securely build software, not just break it. In BIBIFI,…

Cryptography and Security · Computer Science 2019-07-04 James Parker , Michael Hicks , Andrew Ruef , Michelle L. Mazurek , Dave Levin , Daniel Votipka , Piotr Mardziel , Kelsey R. Fulton

Fuzzing has been incredibly successful in uncovering bugs and vulnerabilities across diverse software systems. JSON parsers play a vital role in modern software development, and ensuring their reliability is of great importance. This…

Software Engineering · Computer Science 2024-10-31 Zhiyuan Zhong , Zhezhen Cao , Zhanwei Zhang

PHP, a dominant scripting language in web development, powers a vast range of websites, from personal blogs to major platforms. While existing research primarily focuses on PHP application-level security issues like code injection, memory…

Cryptography and Security · Computer Science 2025-02-05 Yuancheng Jiang , Chuqi Zhang , Bonan Ruan , Jiahao Liu , Manuel Rigger , Roland Yap , Zhenkai Liang

Coverage-guided fuzz testing has received significant attention from the research community, with a strong focus on binary applications, greatly disregarding other targets, such as web applications. The importance of the World Wide Web in…

Cryptography and Security · Computer Science 2024-07-02 Sebastian Neef , Lorenz Kleissner , Jean-Pierre Seifert

Fuzzing is a widely used technique for discovering software vulnerabilities, but identifying hot bytes that influence program behavior remains challenging. Traditional taint analysis can track such bytes white-box, but suffers from…

Cryptography and Security · Computer Science 2025-06-11 Yuchong Xie , Wenhui Zhang , Dongdong She

Programming errors that degrade the performance of systems are widespread, yet there is little tool support for analyzing these bugs. We present a method based on differential performance analysis---we find inputs for which the performance…

Machine Learning · Computer Science 2020-06-04 Saeid Tizpaz-Niari , Pavol Cerný , Ashutosh Trivedi

Nowadays automated dynamic analysis frameworks for continuous testing are in high demand to ensure software safety and satisfy the security development lifecycle (SDL) requirements. The security bug hunting efficiency of cutting-edge hybrid…

Cryptography and Security · Computer Science 2023-03-24 Alexey Vishnyakov , Daniil Kuts , Vlada Logunova , Darya Parygina , Eli Kobrin , Georgy Savidov , Andrey Fedotov

Software model checking is a verification technique which is widely used for checking temporal properties of software systems. Even though it is a property verification technique, its common usage in practice is in "bug finding", that is,…

Software Engineering · Computer Science 2022-04-20 Ruijie Meng , Zhen Dong , Jialin Li , Ivan Beschastnikh , Abhik Roychoudhury

Greybox fuzzing has achieved success in revealing bugs and vulnerabilities in programs. However, randomized mutation strategies have limited the fuzzer's performance on structured data. Specialized fuzzers can handle complex structured…

Cryptography and Security · Computer Science 2026-03-18 Hongxiang Zhang , Yuyang Rong , Yifeng He , Hao Chen

This paper discusses a target tracking problem in which no dynamic mathematical model is explicitly assumed. A nonlinear filter based on the fuzzy If-then rules is developed. A comparison with a Kalman filter is made, and empirical results…

Artificial Intelligence · Computer Science 2013-03-25 Chin-Wang Tao , Wiley E. Thompson

Typical security contests focus on breaking or mitigating the impact of buggy systems. We present the Build-it Break-it Fix-it BIBIFI contest which aims to assess the ability to securely build software not just break it. In BIBIFI teams…

Cryptography and Security · Computer Science 2018-08-31 Andrew Ruef , Michael Hicks , James Parker , Dave Levin , Michelle L. Mazurek , Piotr Mardziel

Fuzzing is one of the key techniques for evaluating the robustness of programs against attacks. Fuzzing has to be effective in producing inputs that cover functionality and find vulnerabilities. But it also has to be efficient in producing…

Software Engineering · Computer Science 2019-11-19 Rahul Gopinath , Andreas Zeller

As an infrastructure for data persistence and analysis, Database Management Systems (DBMSs) are the cornerstones of modern enterprise software. To improve their correctness, the industry has been applying blackbox fuzzing for decades.…

Software Engineering · Computer Science 2021-03-02 Mingzhe Wang , Zhiyong Wu , Xinyi Xu , Jie Liang , Chijin Zhou , Huafeng Zhang , Yu Jiang

Mutation testing consists of generating test cases that detect faults injected into software (generating mutants) which its original test suite could not. By running such an augmented set of test cases, it may discover actual faults that…

Software Engineering · Computer Science 2024-06-05 Jaekwon Lee , Enrico Viganò , Fabrizio Pastore , Lionel Briand

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
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