/GNN-Re-Implementation

Primary LanguagePython

Some re-implementation of GNN-based models

Graph matching networks for graph edit distances

(ICML 19)Graph matching networks for learning the similarity of graph structured objects

Structure2vec + manually engineered features

(CCS 17)Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection

Word2vec(skip gram) + LSTM

(NDSS 19)Neural machine translation inspired binary code similarity comparison beyond function pairs

asm2vec

(SP 19)Asm2Vec. Boosting Static Representation Robustness for Binary Clone Search against Code Obfuscation and Compiler Optimization

To-do list

Experiments of Security22 on the models mentioned in this article