# hugging-face
2 articlestagged with “hugging-face”
Malicious Adapter Injection
How attackers craft LoRA adapters containing backdoors, distribute poisoned adapters through model hubs, and exploit adapter stacking to compromise model safety -- techniques, detection challenges, and real-world supply chain risks.
loraadapterbackdoorsupply-chaintrojansmodel-hubhugging-faceadapter-stacking
Model Repository Security
Defense-focused guide to securing model downloads from public repositories like Hugging Face, covering backdoored model detection, namespace attacks, signature verification, and safe download procedures.
supply-chainhugging-facemodel-securitybackdoorsignaturesdefense