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.
翻译:人工智能(AI)设想在增强5G网络内外的智能、适应性和自主安全管理能力方面发挥关键作用,因为5G网络有可能从大量时间变化的多维数据中发现隐蔽的模式,并作出更快和准确的决定。 不幸的是,AI的能力和弱点使它成为一种双刃剑,可能危及未来网络的安全。 这份文件阐明了AI如何影响5G的安全及其从捍卫者、罪犯或受害者的立场中相继产生的安全,并建议采取可能的防御措施,防止恶意的AI,同时指出其局限性和采用方面的挑战。