About Us

Our team has been working on AI for cryptography for the past 4 years. Our team includes researchers and engineers with strong machine learning and cryptography backgrounds. Some of our previous publications include:

• The cool and the cruel: separating hard parts of LWE secrets
• SALSA FRESCA: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors
• SALSA VERDE: a machine learning attack on LWE with sparse small secrets
• Salsa Picante: A Machine Learning Attack on LWE with Binary Secrets
• SALSA: Attacking Lattice Cryptography with Transformers

We thank François Charton, Mingjie Chen, Evrard Garcelon, Cathy Li, Niklas Nolte, Jana Sotáková, Samuel Stevens, Ellie Thieu, Mark Tygert, and Zeyuan Allen-Zhu for their helpful collaboration and contributions to this project.