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Jul, 2018
FuzzerGym: 一种用于模糊测试和学习的竞争性框架
FuzzerGym: A Competitive Framework for Fuzzing and Learning
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William Drozd, Michael D. Wagner
TL;DR
本研究旨在提出一种新型的fuzzing方法,它从程序当前状态信息入手,利用强化学习优化变异算子,以达到更全面的覆盖率,并使程序监视器与深度神经网络相连接,能够同时利用强化学习以及fuzzing的优势来优化测试用例。
Abstract
fuzzing
is a commonly used technique designed to test software by automatically crafting
program inputs
. Currently, the most successful
fuzzing
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