Search Results for author: Guo JinHong

Found 2 papers, 1 papers with code

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

no code implementations • 6 Sep 2022 • Sun RuiJin, Guo ShiZe, Guo JinHong, Xing ChangYou, Yang LuMing, Guo Xi, Pan ZhiSong

We proposed a new function preserving transformation algorithm that can be applied to data subsections.

Data Augmentation Malware Detection

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SimCLF: A Simple Contrastive Learning Framework for Function-level Binary Embeddings

1 code implementation • 6 Sep 2022 • Sun RuiJin, Guo ShiZe, Guo JinHong, Li Wei, Zhan Dazhi, Sun Meng, Pan ZhiSong

A practical embedding learning framework relies on the robustness of the assembly code representation and the accuracy of function-pair annotation, which is traditionally accomplished using supervised learning-based frameworks.

Compiler Optimization Contrastive Learning

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