most citedInstance Attack:An Explanation-based Vulnerability Analysis Framework Against DNNs for Malware Detection

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cs.CR2023

GraphMoco:a Graph Momentum Contrast Model that Using Multimodel Structure Information for Large-scale Binary Function Representation Learning

Sun Runjin, Guo ShiZe, Li Wei +3

In the field of cybersecurity, the ability to compute similarity scores at the function level is import. Considering that a single binary file may contain an extensive amount of fu…

cs.CR2022★ 1 cited

Instance Attack:An Explanation-based Vulnerability Analysis Framework Against DNNs for Malware Detection

Sun RuiJin, Guo ShiZe, Guo JinHong +4

Deep neural networks (DNNs) are increasingly being applied in malware detection and their robustness has been widely debated. Traditionally an adversarial example generation scheme…