在网络安全中对代理人工智能的审查:认知自主,道德治理和量子弹性防御
Ibrahim Adabara1, Bashir Olaniyi Sadiq2, Aliyu Nuhu Shuaibu2
1Information Technology, Kampala International University - Western Campus, Bushenyi, Western Region, Uganda.
F1000Research
|October 31, 2025
概括
代理人工智能 (AAI) 通过主动防御的自主自适应系统来增强网络安全. 这篇评论探讨了AAI的情况.
科学领域:
- 网络安全和人工智能 人工智能
- 代理的人工智能 (AAI)
- 认知架构和强化学习的学习
背景情况:
- 越来越复杂和不可预测的网络威胁需要先进的防御机制.
- 代理人工智能系统提供了比反应性人工智能更好的适应性,弹性和自给力.
- AAI对于智能网络防御至关重要,可实现实时异常检测和预测威胁响应.
研究的目的:
- 综合关于2005-2025年网络安全中的代理人工智能的文献.
- 检查认知自主,道德治理和量子弹性防御方面的进展.
- 为AAI安全,道德和适应性部署提供框架.
主要方法:
- 综合学术,行业和政策来源的叙事文献评论.
- 在认知自主,道德治理和量子弹性防御方面进行主题分析.
- 针对网络安全的代理人工智能的关键进展和挑战的综合.
主要成果:
- 确定了神经形态架构,跨司法管辖的治理和自适应混合防御系统的关键进展.
- 突出了关键挑战,包括双重使用风险,治理互操作性和后量子安全准备.
- 开发了一个多维的概念框架,将治理与运营实践联系起来.
结论:
- 代理人工智能是未来智能网络防御的基础,提供了增强的适应性和弹性.
- 解决道德治理和量子弹性对于安全的AAI部署至关重要.
- 需要一个路线图来指导政策制定者,开发者和从业者在导航AAI融合.
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