From Secure Agentic AI to Secure Agentic Web: Challenges, Threats, and Future Directions

Zhihang Deng, Jiaping Gui, Weinan Zhang

Large Language Models (LLMs) are increasingly deployed as agentic systems that plan, memorize, and act in open-world environments. This shift brings new security problems: failures…