用可扩展模糊测试框架查找文件系统中的bug

Seulbae Kim, Meng Xu, Sanidhya Kashyap, Jungyeon Yoon, Wen Xu, Taesoo Kim
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引用次数: 4

摘要

文件系统太大,不可能没有bug。尽管手写的测试套件已被广泛用于测试文件系统,但它们很难跟上文件系统大小和复杂性的快速增长,从而导致引入新的错误。这些错误以各种形式出现:缓冲区溢出到复杂的语义错误。尽管存在特定于bug的检查器,但它们通常缺乏彻底探索文件系统状态的方法。更重要的是,不存在将文件系统的各个方面的检查工作统一在一个保护伞下的交钥匙解决方案。在本文中,为了强调应用模糊测试以通用方式查找任何类型的文件系统错误的潜力,我们提出了Hydra,一个可扩展的模糊测试框架。Hydra为文件系统模糊检测提供了构建块,包括输入变异器、反馈引擎、测试执行器和bug后处理器。因此,开发人员只需要专注于构建核心逻辑来查找他们感兴趣的bug。我们通过四个检查器来展示Hydra的有效性,这些检查器可以查找崩溃不一致、POSIX违规、逻辑断言失败和内存错误。到目前为止,Hydra已经在Linux文件系统中发现了157个新bug,其中包括3个经过验证的文件系统(FSCQ和Yxv6)中的bug。
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Finding Bugs in File Systems with an Extensible Fuzzing Framework
File systems are too large to be bug free. Although handwritten test suites have been widely used to stress file systems, they can hardly keep up with the rapid increase in file system size and complexity, leading to new bugs being introduced. These bugs come in various flavors: buffer overflows to complicated semantic bugs. Although bug-specific checkers exist, they generally lack a way to explore file system states thoroughly. More importantly, no turnkey solution exists that unifies the checking effort of various aspects of a file system under one umbrella. In this article, to highlight the potential of applying fuzzing to find any type of file system bugs in a generic way, we propose Hydra, an extensible fuzzing framework. Hydra provides building blocks for file system fuzzing, including input mutators, feedback engines, test executors, and bug post-processors. As a result, developers only need to focus on building the core logic for finding bugs of their interests. We showcase the effectiveness of Hydra with four checkers that hunt crash inconsistency, POSIX violations, logic assertion failures, and memory errors. So far, Hydra has discovered 157 new bugs in Linux file systems, including three in verified file systems (FSCQ and Yxv6).
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