AI RESEARCH
LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters
arXiv CS.LG
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ArXi:2605.13163v1 Announce Type: cross 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 impractical because they require re