Toward a Generalized Defense Across Sparse, Continuous, and Structured Parameter Attacks

Bin Duan, Zeyu Bai, Guowei Yang

Deep neural networks are increasingly deployed across heterogeneous and partially untrusted environments, where models are distributed through cloud storage, CI/CD pipelines, conta…