View of Small Models, Precisely Tuned: A Two-Tier Small-Language-Model Architecture for Autonomous Penetration Testing Soft-Prompt-Tuned Strategic Reasoning Paired with a LoRA-Fine-Tuned Tool-Calling Executor, Evaluated Against VAmPI and OWASP Juice Shop

Return to Article Details Small Models, Precisely Tuned: A Two-Tier Small-Language-Model Architecture for Autonomous Penetration Testing Soft-Prompt-Tuned Strategic Reasoning Paired with a LoRA-Fine-Tuned Tool-Calling Executor, Evaluated Against VAmPI and OWASP Juice Shop Download Download PDF