ARIA automatically generates stealthy backdoored system prompts for customized coding LLMs, achieving high attack success while preserving normal task performance.
Pappas, and Eric Wong
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Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks
ARIA automatically generates stealthy backdoored system prompts for customized coding LLMs, achieving high attack success while preserving normal task performance.