Search Results for author: Kevin Cao

Found 2 papers, 1 papers with code

Revisiting Deep Learning for Variable Type Recovery

1 code implementation7 Apr 2023 Kevin Cao, Kevin Leach

Unfortunately, the lack of semantic information like variable types makes comprehending binaries difficult.

Malware Analysis Vocal Bursts Type Prediction

Pre-Training Representations of Binary Code Using Contrastive Learning

no code implementations11 Oct 2022 Yifan Zhang, Chen Huang, Yueke Zhang, Kevin Cao, Scott Thomas Andersen, Huajie Shao, Kevin Leach, Yu Huang

To the best of our knowledge, COMBO is the first language representation model that incorporates source code, binary code, and comments into contrastive code representation learning and unifies multiple tasks for binary code analysis.

Computer Security Contrastive Learning +2

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