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Singapore Management University
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Automatically exploiting web application vulnerabilities is now significantly more feasible, with AutoEG achieving over 80% success where previous methods struggled to reach 33%.
LLM-powered pentesting agents fail not because of model limitations, but because they can't estimate task difficulty, leading to wasted effort and premature context exhaustion.