Wei-Hao Sun

MAM-PT: A Memory-Augmented Middleware for Enhancing Automated Penetration Testing

LLM-based penetration-testing agents execute multi-step security tasks through tool use and environment feedback, but flat interaction histories can become noisy, unstructured, and difficult to reuse in subsequent decisions. To address this problem, we propose MAM-PT, a memory-augmented middleware that organizes agent...