Proj. CAR Paper Reading: Augmenting Decompiler Output with Learned Variable Names and Types

Abstract

背景：

1. decompilers难以恢复注释、variable names, custom variable types

本文：
工具：DIRTY((DecompIled variable ReTYper)
方法: postprocesses decompiled files
基于: Transformer
训练数据：Github

效果：
实验：

1. outperforms prior work approaches by a sizable margin
2. recovering the original names written by developers 66.4% of the time and the original types 75.8% of the time.