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Pangolin: Incremental Hybrid Fuzzing With Polyhedral Path Abstraction [PDF]
2020 IEEE Symposium on Security and Privacy (SP), 2020 Hybrid fuzzing, which combines the merits of both fuzzing and concolic execution, has become one of the most important trends in coverage-guided fuzzing techniques. Despite the tremendous research on hybrid fuzzers, we observe that existing techniques are still inefficient.
Charles Zhang, Rongxin Wu, Heqing Huang
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BSFuzz: Branch-State Guided Hybrid Fuzzing
Electronics, 2023 Hybrid fuzzing is an automated software testing approach that synchronizes test cases between the fuzzer and the concolic executor to improve performance. The concolic executor solves path constraints to direct the fuzzer to explore the uncovered path.
Shuaibing Lu, Zhi Wang
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Sequence Directed Hybrid Fuzzing
2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER), 2020Existing directed grey-box fuzzers are effective compared with coverage-based fuzzers. However, they fail to achieve a balance between effectiveness and efficiency, and it is difficult to cover complex paths due to random mutation. To mitigate the issue, we propose a novel approach, sequence directed hybrid fuzzing (SDHF), which leverages a sequence ...
Hongliang Liang +3 more
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Hd-Fuzz: Hardware Dependency-Aware Firmware Fuzzing Via Hybrid Mmio Modeling
Journal of Network and Computer Applications, 2023Numerous interconnected small embedded systems, such as Internet of Things (IoT) devices, are pervasive in our daily lives; however, their security lags behind. In particular, firmware vulnerabilities in low-level infrastructure have a more severe impact than application -level vulnerabilities.
Juhwan Kim +4 more
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A Survey of Hybrid Fuzzing based on Symbolic Execution
Proceedings of the 2020 International Conference on Cyberspace Innovation of Advanced Technologies, 2020Fuzzing has now developed into an efficient method of vulnerability mining. Symbolic execution is also a popular software vulnerability mining technology. Both are research hotspots in the field of network and information security. Hybrid fuzzing is the addition of symbolic execution technology on the basis of traditional fuzzing, and has now developed
Tao Zhang 0079 +4 more
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FEFuzzer: Hybrid Files Fuzzing Tool
2021Fuzzing is one of the most effective techniques for finding bugs and mining potential vulnerabilities in applications. In the fuzzing test, how to select test cases directly affects the result of the testing. In this paper, we propose a new method that can compute the effectiveness of test cases based on the genetic algorithm.
Tengfei Tu +4 more
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A Hybrid Interface Recovery Method for Android Kernels Fuzzing
2020 IEEE 20th International Conference on Software Quality, Reliability and Security (QRS), 2020Android kernel fuzzing is a research area of interest specifically for detecting kernel vulnerabilities which may allow attackers to obtain the root privilege. The number of Android mobile phones is increasing rapidly with the explosive growth of Android kernel drivers.
Shuaibing Lu +3 more
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A Priority Based Path Searching Method for Improving Hybrid Fuzzing
Computers and Security, 2021Abstract Hybrid fuzzing which combines classical fuzzing with concolic execution to produce effective test suites is an advanced software vulnerability detection technique. Because fuzzing and concolic execution are complementary in nature, some researchers propose “optimal strategy” and “discriminative dispatch strategy” to improve the performance ...
Pei-hong Lin +3 more
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Binary-oriented hybrid fuzz testing
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS), 2015In software security testing, fuzz testing and symbolic execution are two main testing techniques. Fuzz testing finds program bugs by executing the target program with random inputs it generates while monitoring the execution for abnormal behaviors. Though fuzz testing is able to explore deep into a program's state space efficiently, it usually cannot ...
Dong Fangquan +3 more
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PatchFuzz: An Efficient Way to Incorporate Patching With Hybrid Fuzzing
IEEE Transactions on Dependable and Secure ComputingFu Xiao, Yan Lin, Letian Sha
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