Binary Code Similarity Detection through LSTM and Siamese Neural Network

Luo, Zhengping and Hou, Tao and Zhou, Xiangrong and Zeng, Hui and Lu, Zhuo (2021) Binary Code Similarity Detection through LSTM and Siamese Neural Network. EAI Endorsed Transactions on Security and Safety.

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Abstract

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

Item Type: Article
Date Deposited: 04 Mar 2026 14:52
Last Modified: 11 Apr 2026 16:31
URI: http://eprints.eai.eu/id/eprint/36822

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