# qlora
2 articlestagged with “qlora”
LoRA & Adapter Attack Surface
Overview of security vulnerabilities in parameter-efficient fine-tuning methods including LoRA, QLoRA, and adapter-based approaches -- how the efficiency and shareability of adapters create novel attack vectors.
loraqloraadapterpeftfine-tuningattack-surfacemodel-security
QLoRA Security Implications
Security implications of quantized LoRA fine-tuning including precision-related vulnerability introduction.
fine-tuningqlorasecurityquantization