书目名称 | Network Security Empowered by Artificial Intelligence |
编辑 | Yingying Chen,Jie Wu,Xiaogang Wang |
视频video | |
概述 | Offers comprehensive solutions for network challenges, emphasizing secure and reliable information.Provides an in-depth analysis of 5G network architecture.Addresses and proposes solutions for securit |
丛书名称 | Advances in Information Security |
图书封面 |  |
描述 | .This book introduces cutting-edge methods on security in spectrum management, mobile networks and next-generation wireless networks in the era of artificial intelligence (AI) and machine learning (ML). This book includes four parts: (a) Architecture Innovations and Security in 5G Networks, (b) Security in Artificial Intelligence-enabled Intrusion Detection Systems. (c) Attack and Defense in Artificial Intelligence-enabled Wireless Systems, (d) Security in Network-enabled Applications. The first part discusses the architectural innovations and security challenges of 5G networks, highlighting novel network structures and strategies to counter vulnerabilities. The second part provides a comprehensive analysis of intrusion detection systems and the pivotal role of AI and machine learning in defense and vulnerability assessment. The third part focuses on wireless systems, where deep learning is explored to enhance wireless communication security. The final part broadens the scope, examining the applications of these emerging technologies in network-enabled fields..The advancement of AI/ML has led to new opportunities for efficient tactical communication and network systems, but also ne |
出版日期 | Book 2024 |
关键词 | 5G network; distributed Information-centric architecture; zero-trust architecture; meta-learning; intrus |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-031-53510-9 |
isbn_softcover | 978-3-031-53512-3 |
isbn_ebook | 978-3-031-53510-9Series ISSN 1568-2633 Series E-ISSN 2512-2193 |
issn_series | 1568-2633 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |