- 'Implementation for NDSS'2025 paper: "TensorCrypt: Repurposing Neural Networks for Efficient Cryptographic Computation"' https://github.com/OSUSecLab/TensorCrypt :
> More specifically, with a program translation framework that converts traditional cryptographic algorithms into NN models, our proof-of-concept implementations in TensorFlow demonstrate substantial performance improvements: encryption speeds for AES, Chacha20, and Salsa20 show increases of up to 4.09×, 5.44×, and 5.06×, respectively, compared to existing GPU-based cryptographic solutions written by human experts.