BinKit is a binary code similarity analysis (BCSA) benchmark. BinKit provides scripts for building a cross-compiling environment, as well as the compiled dataset. The current dataset includes 1,904 distinct combinations of compiler options of 8 architectures, 6 optimization levels, and 23 compilers...
In-memory Fuzzing for Binary Code Similarity Analysis ASE 2017 link DéjàVu: a map of code duplicates on GitHub OOPSLA 2017 link Some from Here, Some from There: Cross-project Code Reuse in GitHub MSR 2017 link CVSSA: Cross-Architecture Vulnerability Search in Firmware Based on Support Ve...
Binary code similarity analysis is widely used in the field of vulnerability search where source code may not be available to detect whether two binary functions are similar or not. Based on deep learning and natural processing techniques, several approaches have been proposed to perform cross-...
Gemini:Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection. 2017;GitHub - xiaojunxu/dnn-binary-code-similarity (CCF-C)Genius:Scalable Graph-based Bug Search for Firmware Images (CCF-C) 代码相似性计算 将二进制代码反汇编为汇编代码,并且为了保留语法特征,使用属性控制...
【论文阅读 - AAAI 2020】Order Matters:Semantic-Aware Neural Networks for Binary Code Similarity Detection 但神经网络来做二进制代码相似度的检测,提出了考虑Order的新方法。 2. 摘要 Topic:二进制代码检测是在不获取源代码的情况下,得到二进制函数之间的相似性,这是计算机安全方面的一个重要任务...首先表示成...
腾讯安全科恩实验室《Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection》论文入选人工智能领域顶级学术会议AAAI-20。研究核心是利用AI算法解决大规模二进制程序函数相似性分析的问题,本文将深入对该论文进行解读,点击链接获取完整论文。 05 WWW2023推荐系统论...
Code similarity analysis has become more popular due to its significant applicantions, including vulnerability detection, malware detection, and patch analysis. Since the source code of the software is difficult to obtain under most circumstances, binary-level code similarity analysis (BCSA) has been ...
Time once again to review my Advent of Code solutions!The GitHub repo with all my solutions can be found here.Also featuring the latest die or dice from theDice EnvyAdvent Calendar; scroll below the AoC code to see today’s die.
We present a new large-scale and diversified dataset,BinaryCorp, for the task of binary code similarity detection. The description of the dataset can be found athereand we give anexamplefor using BinaryCorp. If you need to use features that we do not provide in advance, such as call graph...
Binary Code Similarity Detection Tool -- SemDiff SemDiff contains two modules, graph generation and graph diffing Graph Generation This module include all the symbolic_engine folder, compare_sim/write_IR.py, and compare_sim/IR_graph/check_IRs_similarity.py. Graph Diffing This module is in compar...