[实验复现] How Machine Learning Is Solving the Binary Function Similarity Problem
0x0 论文信息 标题: How Machine Learning Is Solving the Binary Function Similarity Problem 作者: Andrea Marcelli, Mariano Graziano, Xabier Ugarte-Pedrero, and Yanick Fratantonio, Cisco Systems, Inc.; Mohamad Mansouri and Davide Balzarotti, EURECOM 关键字: 二进制安全 来源: SEC'22 链接: https://www.usenix.org/conference/usenixsecurity22/presentation/marcelli 实验代码: https://github.com/Cisco-Talos/binary_function_similarity 0x0 复现环境 Window Ubuntu18.04(in WSL) 由于环境依赖问题,本人复现时会在Windows和WSL之间切换,涉及到IDA Pro的部分使用Windows,其他部分使用WSL IDA Pro 7.3 For Windows capstone 3.0.5 Python 3.8.16 Python 2.7.13 0x01 数据获取 训练所需的数据作者均整理到了Google云盘,并可通过gdrive_download.py脚本下载。 python gdrive_download....