Papers with LLM-based intelligent agents
BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents (2024.acl-long)
Copied to clipboard
| Challenge: | Xi et al., 2023) show that LLM-based intelligent agents are vulnerable to backdoor attacks. |
| Approach: | They propose to build LLM-based intelligent agents using trained LLMs and fine-tune them on data for the agent task. |
| Outcome: | The proposed methods are robust even after fine-tuning on trusted data. |