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Many protocol implementations are reactive systems, where the protocol process is in continuous interaction with other processes and the environment. If a bug can be exposed only in a certain state, a fuzzer needs to provide a specific…

密码学与安全 · 计算机科学 2023-06-06 Jinsheng Ba , Marcel Böhme , Zahra Mirzamomen , Abhik Roychoudhury

Deep Learning (DL) libraries such as PyTorch provide the core components to build major AI-enabled applications. Finding bugs in these libraries is important and challenging. Prior approaches have tackled this by performing either API-level…

软件工程 · 计算机科学 2025-09-19 Feiran Qin , M. M. Abid Naziri , Hengyu Ai , Saikat Dutta , Marcelo d'Amorim

Continuous fuzzing is an increasingly popular technique for automated quality and security assurance. Google maintains OSS-Fuzz: a continuous fuzzing service for open source software. We conduct the first empirical study of OSS-Fuzz,…

软件工程 · 计算机科学 2021-03-23 Zhen Yu Ding , Claire Le Goues

The Domain Name System Security Extensions (DNSSEC) are critical for preventing DNS spoofing, yet its specifications contain ambiguities and vulnerabilities that elude traditional "break-and-fix" approaches. A holistic, foundational…

密码学与安全 · 计算机科学 2025-12-15 Qifan Zhang , Zilin Shen , Imtiaz Karim , Elisa Bertino , Zhou Li

The Resource Public Key Infrastructure (RPKI) has become essential to secure inter-domain routing. Despite its critical role, RPKI software remains largely untested beyond shallow parsing. Existing fuzzers, like AFL++ or libFuzzer, do not…

密码学与安全 · 计算机科学 2026-05-27 Haya Schulmann , Niklas Vogel

Processor designs rely on iterative modifications and reuse well-established designs. However, this reuse of prior designs also leads to similar vulnerabilities across multiple processors. As processors grow increasingly complex with…

密码学与安全 · 计算机科学 2025-12-09 Chen Chen , Zaiyan Xu , Mohamadreza Rostami , David Liu , Dileep Kalathil , Ahmad-Reza Sadeghi , Jeyavijayan Rajendran

Internet of Things (IoT) devices offer convenience through web interfaces, web VPNs, and other web-based services, all relying on the HTTP protocol. However, these externally exposed HTTP services resent significant security risks. Although…

密码学与安全 · 计算机科学 2024-11-20 Zhe Yang , Hao Peng , Yanling Jiang , Xingwei Li , Haohua Du , Shuhai Wang , Jianwei Liu

Fuzzing has become a commonly used approach to identifying bugs in complex, real-world programs. However, interpreters are notoriously difficult to fuzz effectively, as they expect highly structured inputs, which are rarely produced by most…

密码学与安全 · 计算机科学 2023-04-06 Christopher Salls , Chani Jindal , Jake Corina , Christopher Kruegel , Giovanni Vigna

Autonomous driving has become real; semi-autonomous driving vehicles in an affordable price range are already on the streets, and major automotive vendors are actively developing full self-driving systems to deploy them in this decade.…

机器人学 · 计算机科学 2022-11-04 Seulbae Kim , Major Liu , Junghwan "John" Rhee , Yuseok Jeon , Yonghwi Kwon , Chung Hwan Kim

Fuzzing -- whether generating or mutating inputs -- has found many bugs and security vulnerabilities in a wide range of domains. Stateful and highly structured web APIs present significant challenges to traditional fuzzing techniques, as…

密码学与安全 · 计算机科学 2021-12-21 Zac Hatfield-Dodds , Dmitry Dygalo

Database Management Systems (DBMSs) are vital components in modern data-driven systems. Their complexity often leads to logic bugs, which are implementation errors within the DBMSs that can lead to incorrect query results, data exposure,…

密码学与安全 · 计算机科学 2024-07-08 Jin Wei , Ping Chen , Kangjie Lu , Jun Dai , Xiaoyan Sun

Emerging protocols such as DNS-over-HTTPS (DoH) and DNS-over-TLS (DoT) improve the privacy of DNS queries and responses. While this trend towards encryption is positive, deployment of these protocols has in some cases resulted in further…

网络与互联网体系结构 · 计算机科学 2021-09-23 Austin Hounsel , Paul Schmitt , Kevin Borgolte , Nick Feamster

Timing vulnerabilities in processors have emerged as a potent threat. As processors are the foundation of any computing system, identifying these flaws is imperative. Recently fuzzing techniques, traditionally used for detecting software…

Taint-style vulnerabilities comprise a majority of fuzzer discovered program faults. These vulnerabilities usually manifest as memory access violations caused by tainted program input. Although fuzzers have helped uncover a majority of…

密码学与安全 · 计算机科学 2017-06-02 Bhargava Shastry , Federico Maggi , Fabian Yamaguchi , Konrad Rieck , Jean-Pierre Seifert

As autonomous driving systems (ADS) advance towards higher levels of autonomy, orchestrating their safety verification becomes increasingly intricate. This paper unveils ScenarioFuzz, a pioneering scenario-based fuzz testing methodology.…

人工智能 · 计算机科学 2026-03-11 Tong Wang , Taotao Gu , Huan Deng , Hu Li , Xiaohui Kuang , Gang Zhao

The Language Server Protocol (LSP) has revolutionized the integration of code intelligence in modern software development. There are approximately 300 LSP server implementations for various languages and 50 editors offering LSP integration.…

软件工程 · 计算机科学 2026-01-29 Hengcheng Zhu , Songqiang Chen , Valerio Terragni , Lili Wei , Yepang Liu , Jiarong Wu , Shing-Chi Cheung

Deep Learning (DL) frameworks have served as fundamental components in DL systems over the last decade. However, bugs in DL frameworks could lead to catastrophic consequences in critical scenarios. A simple yet effective way to find bugs in…

软件工程 · 计算机科学 2026-01-21 Shaoyu Yang , Chunrong Fang , Haifeng Lin , Xiang Chen , Jia Liu , Zhenyu Chen

Deep neural networks (DNNs) are becoming an integral part of most software systems. Previous work has shown that DNNs have bugs. Unfortunately, existing debugging techniques do not support localizing DNN bugs because of the lack of…

软件工程 · 计算机科学 2021-03-08 Mohammad Wardat , Wei Le , Hridesh Rajan

We investigate defenses against DNS cache poisoning focusing on mechanisms that can be readily deployed unilaterally by the resolving organisation, preferably in a single gateway or a proxy. DNS poisoning is (still) a major threat to…

密码学与安全 · 计算机科学 2015-03-20 Amir Herzberg , Haya Shulman

Modern computing systems heavily rely on hardware as the root of trust. However, their increasing complexity has given rise to security-critical vulnerabilities that cross-layer at-tacks can exploit. Traditional hardware vulnerability…