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Machine Learning for Binary Similarity by wangsuri4 is a document available to read on EtoBox.
What is Machine Learning for Binary Similarity about?
This paper addresses the challenges of measuring binary function similarity, which is crucial for various fields such as security and programming language analysis. It highlights the fragmentation in existing research due to reproducibility issues and opaque evaluation results, and presents a systematic measurement study that compares ten representative approaches using a newly created dataset. The findings suggest that while simple methods perform well in basic scenarios, more complex machine learning mode
- Author
- wangsuri4
- Language
- EN