Intellicise (Intelligent and Concise) wireless network is the main direction of the evolution of future mobile communication systems, a perspective now widely acknowledged across academia and industry. As a key technology within it, Agentic AI has garnered growing attention due to its advanced cognitive capabilities, enabled through continuous perception-memory-reasoning-action cycles. This paper first analyses the unique advantages that Agentic AI introduces to intellicise wireless networks. We then propose a structured taxonomy for Agentic AI-enhanced secure intellicise wireless networks. Building on this framework, we identify emerging security and privacy challenges introduced by Agentic AI and summarize targeted strategies to address these vulnerabilities. A case study further demonstrates Agentic AI's efficacy in defending against intelligent eavesdropping attacks. Finally, we outline key open research directions to guide future exploration in this field.

翻译：智能简捷无线网络是未来移动通信系统演进的主要方向，这一观点现已获得学术界与工业界的广泛认同。作为其中的一项关键技术，代理式人工智能凭借其通过持续感知-记忆-推理-行动循环实现的高级认知能力，正受到越来越多的关注。本文首先分析了代理式人工智能为智能简捷无线网络带来的独特优势。随后，我们提出了一个面向代理式人工智能增强的安全智能简捷无线网络的结构化分类体系。基于此框架，我们识别了由代理式人工智能引入的新兴安全与隐私挑战，并总结了针对这些脆弱性的应对策略。一项案例研究进一步展示了代理式人工智能在防御智能窃听攻击方面的效能。最后，我们概述了关键的开放研究方向，以引导该领域的未来探索。