Asteria: Deep Learning-based AST-Encoding for Cross-platform Binary Code Similarity Detection.
Shouguo YangLong ChengYicheng ZengZhe LangHongsong ZhuZhiqiang ShiPublished in: DSN (2021)
Keyphrases
- deep learning
- cross platform
- binary codes
- hamming distance
- open source
- unsupervised learning
- similarity measure
- software package
- object detection
- similarity search
- weakly supervised
- business applications
- high dimensional data
- distance measure
- hash functions
- database
- face images
- nearest neighbor
- high dimensional
- multiscale
- high level
- data mining
- data sets