Huu Binh Ta

Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning

In security-sensitive fields, data should be encrypted to protect against unauthorized access and maintain confidentiality throughout processing. However, traditional networks like ViTs and CNNs return different results when processing original data versus its encrypted form, meaning that they requi…