# ties
2 articlestagged with “ties”
Model Merging Risks
Security risks in model and adapter merging workflows -- how merging adapters from untrusted sources can introduce vulnerabilities, exploit merge algorithm properties, and cause safety property loss through TIES, DARE, SLERP, and linear interpolation.
model-mergingtiesdareslerpadapter-mergesafety-lossfine-tuning-security
Model Merging & LoRA Composition Exploits
Exploiting model merging techniques (TIES, DARE, linear interpolation) and LoRA composition to introduce backdoors through individually benign model components.
model-mergingloratiesdaremergekitcompositionbackdoorsupply-chain