Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis

• Published in: IEEE eTransactions on network and service management Vol. 21; no. 3; pp. 3555 - 3582
• Main Authors: Yang, Li, Rajab, Mirna El, Shami, Abdallah, Muhaidat, Sami
• Format: Journal Article
• Language: English
• Published: IEEE 01.06.2024
• Subjects: 6G network; adversarial attacks; Automation; AutoML; Computer security; cybersecurity; Data models; intrusion detection system; network automation; Network security; Optimization; Security; Surveys; Zero-touch networks

Zero-Touch Networks (ZTNs) represent a state-of-the-art paradigm shift towards fully automated and intelligent network management, enabling the automation and intelligence required to manage the complexity, scale, and dynamic nature of next-generation (6G) networks. ZTNs leverage Artificial Intellig...