FuzzNT:检查程序不终止

Hrishikesh Karmarkar, Raveendra Kumar Medicherla, Ravindra Metta, Prasanth Yeduru
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引用次数: 1

摘要

意外的不终止程序可能导致诸如拒绝服务(DoS)之类的攻击。目前的测试技术还不能检测到这样的错误。为此,我们提出了一种混合测试技术FuzzNT,通过结合覆盖引导模糊(CGF)和基于静态分析的抽象解释来检查C程序的非终止性。给定一个程序P和使用CGF生成的覆盖率测试输入,将P转换为一组专门的程序,每个程序都低于P。然后使用抽象解释来检查这些较小的程序中的每个程序是否不终止。这种检查非终止性的方法的主要优点是它重用了在软件开发和维护期间创建的测试用例语料库。我们对FuzzNT的初步实验评估显示了非常有希望的结果。
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FuzzNT : Checking for Program Non-termination
Unintended non-termination of programs could lead to attacks such as Denial-of-Service(DoS). Current testing techniques are not geared to detect such errors. Towards this, we present FuzzNT, a hybrid testing technique to check non-termination of C programs by combining Coverage Guided Fuzzing (CGF) and abstract interpretation based static analysis. Given a program P and the coverage test inputs generated using CGF, P is transformed into a set of specialized programs, each of which under-approximates P. Abstract interpretation is then used to check each of these smaller programs for non-termination. The key advantage of this approach for checking non-termination is that it reuses the test case corpus created during software development and maintenance. Our preliminary experimental evaluation of FuzzNT shows highly promising results.
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