Asteria: Deep Learning-based AST-Encoding for Cross-platform Binary Code Similarity Detection.
Shouguo YangLong ChengYicheng ZengZhe LangHongsong ZhuZhiqiang ShiPublished in: CoRR (2021)
Keyphrases
- deep learning
- cross platform
- binary codes
- hamming distance
- unsupervised learning
- open source
- machine learning
- object detection
- similarity search
- software package
- distance measure
- similarity measure
- weakly supervised
- image classification
- low dimensional
- hash functions
- business applications
- feature space
- pattern recognition