- Safe: Self-attentive function embeddings for binary similarity [DIMVA] [paper]
- Trex: Learning execution semantics from micro-traces for binary similarity [Preprint] [paper]
- Palmtree: Learning an assembly language model for instruction embedding [CCS] [paper]
- jTrans: Jump-Aware Transformer for Binary Code Similarity Detection [ISSTA 2022]
- VulHawk: Cross-architecture Vulnerability Detection with Entropy-based Binary Code Search [NDSS]
- BinDiff$_{NN}$: Learning Distributed Representation of Assembly for Robust Binary Diffing Against Semantic Differences [TSE]
- Bindiff [link]