LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters
arXiv:2605.13163v1 Announce Type: cross
Abstract: Foundation models and low-rank adapters enable efficient on-device generative AI but raise risks such as intellectual property leakage and model recovery attacks. Existing defenses are often impractica…