Binary Code Similarity Detection through LSTM and Siamese Neural Network

Zhengping Luo, Tao Hou, Xiangrong Zhou, Hui Zeng, Zhuo Lü · ICST Transactions on Security and Safety · 2021

Given the fact that many software projects are closed-source, analyzing security-related vulnerabilities at the binary level is quintessential to protect computer systems from attacks of malware. Binary code similarity detection is a potential solution for detecting malware from the binaries generat

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