AutoDoS automatically builds a prompt that makes black-box LLMs generate maximum-length responses, consuming disproportionate compute and degrading service performance.
We constructed three specialized malicious datasets—RepTest, CodTest, and ReqTest—further to explore the model’s performance in complex generation tasks
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Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings
AutoDoS automatically builds a prompt that makes black-box LLMs generate maximum-length responses, consuming disproportionate compute and degrading service performance.