760 B
760 B
This project provides two components of Genius, a graph-based bug search framework. The first component is the raw feature extraction. The second is the online bug search engine.
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The raw feature extraction is designed to achieve following two goals: -> Extract the control flow graph for each binary function -> Extract the attributes for each node in the grap
The feature extraction is built on top of IDA-pro. We wrote the scripts based on ida-python and extract the attributed control flow graph.
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The online bug search engine is used for real-time search: -> It utilized localality sensitive hashing for indexing -> Nearest-neighbor search algorithm for search The online search is based on nearpy (https://github.com/pixelogik/NearPy).