most citedSetting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots

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cs.CR2024

LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem

Hongyi Liu, Shaochen Zhong, Xintong Sun +12

Finetuning LLMs with LoRA has gained significant popularity due to its simplicity and effectiveness. Often, users may even find pluggable, community-shared LoRAs to enhance their b…