Cryptography

Rahul Thomas, Louai Zahran, Erica Choi, Micah Goldblum, Arka Pal

Cascade: Token-Sharded Private LLM Inference

Arka Pal, Erica Choi, Rahul Thomas, Louai Zahran, Micah Goldblum

Breaking Permutation Security in LLM Inference

Arka Pal, Louai Zahran, William Gvozdjak, Akilesh Potti, Micah Goldblum

Privacy-Preserving Mechanisms Enable Cheap Verifiable Inference of LLMs

Peiyuan Liao

Towards Anonymous Neural Network Inference

Arka Pal

Privacy Challenges in the Age of Open Weights Large Language Models