论文标题

超越5G网络的人工智能:网络安全防御或犯罪推动者?

AI for Beyond 5G Networks: A Cyber-Security Defense or Offense Enabler?

论文作者

Benzaid, C., Taleb, T.

论文摘要

设想人工智能(AI)可以在5G和网络中赋予智能,适应性和自主安全管理方面发挥关键作用,这要归功于其潜力从一系列时间变化的多维数据中发现隐藏的模式,并提供更快和准确的决策。不幸的是,AI的功能和漏洞使其成为一把双刃剑,可能会危及未来网络的安全性。本文阐明了AI如何影响5G的安全性及其从犯罪者,罪犯或受害者的姿势中连续影响,并建议潜在的辩护来保护恶毒的AI,同时指出他们的局限性和采用挑战。

Artificial Intelligence (AI) is envisioned to play a pivotal role in empowering intelligent, adaptive and autonomous security management in 5G and beyond networks, thanks to its potential to uncover hidden patterns from a large set of time-varying multi-dimensional data, and deliver faster and accurate decisions. Unfortunately, AI's capabilities and vulnerabilities make it a double-edged sword that may jeopardize the security of future networks. This paper sheds light on how AI may impact the security of 5G and its successive from its posture of defender, offender or victim, and recommends potential defenses to safeguard from malevolent AI while pointing out their limitations and adoption challenges.

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