BriefGPT.xyz
May, 2018
使用生成对抗网络学习修复软件漏洞
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks
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Jacob Harer, Onur Ozdemir, Tomo Lazovich, Christopher P. Reale, Rebecca L. Russell...
TL;DR
该论文提出了一种基于敌对学习的方法，可以在不需要成对标记示例或源域和目标域不一致的情况下，将一个离散源域映射到另一个目标域，这种方法可以有效修复软件漏洞，具有普适性，也可被应用于类似代码修复、语法纠错或情感翻译等其他问题。
Abstract
Motivated by the problem of
automated repair
of
software vulnerabilities
, we propose an
adversarial learning
approach that maps from one d
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