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Machine learning-based anomaly detection systems are increasingly being adopted in 5G Core networks to monitor complex, high-volume traffic. However, most existing approaches are evaluated under strong assumptions that rarely hold in…

机器学习 · 计算机科学 2026-02-25 Cristian Manca , Christian Scano , Giorgio Piras , Fabio Brau , Maura Pintor , Battista Biggio

The broadcast nature of wireless communication systems makes wireless transmission extremely susceptible to eavesdropping and even malicious interference. Physical layer security technology can effectively protect the private information…

密码学与安全 · 计算机科学 2021-12-30 Weiping Shi , Xinyi Jiang , Jinsong Hu , Yin Teng , Yang Wang , Hangjia He , Rongen Dong , Feng Shu , Jiangzhou Wang

Fifth-generation (5G) communication, which has many more features than fourth-generation communication, will be officially launched very soon. A new paradigm of wireless communication, the sixth-generation (6G) system, with the full support…

网络与互联网体系结构 · 计算机科学 2019-09-26 Mostafa Zaman Chowdhury , Md. Shahjalal , Shakil Ahmed , Yeong Min Jang

The advent of 5G and the design of its architecture has become possible because of the previous individual scientific works and standardization efforts on cloud computing and network softwarization. Software-defined Networking and Network…

网络与互联网体系结构 · 计算机科学 2023-02-03 Sisay Tadesse Arzo , Domenico Scotece , Riccardo Bassoli , Fabrizio Granelli , Luca Foschini , Frank H. P. Fitzek

Private 5G networks provide enhanced security, a wide range of optimized services through network slicing, reduced latency, and support for many IoT devices in a specific area, all under the owner's full control. Higher security and privacy…

系统与控制 · 电气工程与系统科学 2024-12-03 Johirul Islam , Ijaz Ahmad , Shakthi Gimhana , Juho Markkula , Erkki Harjula

In this paper, we address the issue of privacy in 5th generation (5G) driven Internet of Things (IoT) and related technologies while presenting a comparison with previous technologies for communication and unaddressed issues in 5G.…

网络与互联网体系结构 · 计算机科学 2021-07-13 Amreen Batool , Baoshan Sun , Ali Saleem , Jawad Ali

Physical layer security is an emerging technique to improve the wireless communication security, which is widely regarded as a complement to cryptographic technologies. To design physical layer security techniques under practical scenarios,…

信息论 · 计算机科学 2013-07-22 Biao He , Xiangyun Zhou , Thushara D. Abhayapala

Spurred by the recent advances in deep learning to harness rich information hidden in large volumes of data and to tackle problems that are hard to model/solve (e.g., resource allocation problems), there is currently tremendous excitement…

网络与互联网体系结构 · 计算机科学 2020-09-08 Muhammad Usama , Rupendra Nath Mitra , Inaam Ilahi , Junaid Qadir , Mahesh K. Marina

With its significant security potential, the quantum internet is poised to revolutionize technologies like cryptography and communications. Although it boasts enhanced security over traditional networks, the quantum internet still…

网络与互联网体系结构 · 计算机科学 2025-05-13 Zebo Yang , Ali Ghubaish , Raj Jain , Ala Al-Fuqaha , Aiman Erbad , Ramana Kompella , Hassan Shapourian , Reza Nejabati

Short-packet communication is a key technology to support two emerging application scenarios in 5G and beyond 5G, massive machine type communication (mMTC) and ultra-reliable low latency communication (uRLLC), which are introduced to…

信息论 · 计算机科学 2021-07-14 Chen Feng , Hui-ming Wang

Ensuring user privacy remains a critical concern within mobile cellular networks, particularly given the proliferation of interconnected devices and services. In fact, a lot of user privacy issues have been raised in 2G, 3G, 4G/LTE…

密码学与安全 · 计算机科学 2024-09-11 Stavros Eleftherakis , Domenico Giustiniano , Nicolas Kourtellis

To cope with the growing demand for wireless data and to extend service coverage, future 5G networks will increasingly rely on the use of low powered nodes to support massive connectivity in diverse set of applications and services [1]. To…

信息论 · 计算机科学 2014-07-08 H. Baligh , M. Hong , W. -C. Liao , Z. -Q. Luo , M. Razaviyayn , M. Sanjabi , R. Sun

As 5G networks expand into critical infrastructure, secure and efficient user authentication is more important than ever. The 5G-AKA protocol, standardized by 3GPP in TS 33.501, is central to authentication in current 5G deployments. It…

密码学与安全 · 计算机科学 2025-07-29 Nazatul H. Sultan , Xinlong Guan , Josef Pieprzyk , Wei Ni , Sharif Abuadbba , Hajime Suzuki

While the deployment of 5G cellular systems will continue well in to the next decade, much interest is already being generated towards technologies that will underlie its successor, 6G. Undeniably, 5G will have transformative impact on the…

信号处理 · 电气工程与系统科学 2020-09-30 Michail Matthaiou , Okan Yurduseven , Hien Quoc Ngo , David Morales-Jimenez , Simon L. Cotton , Vincent F. Fusco

The convergence of 5G architecture and deep learning has gained a lot of research interests in both the fields of wireless communication and artificial intelligence. This is because deep learning technologies have been identified to be the…

机器学习 · 计算机科学 2022-08-17 Olusola T. Odeyomi , Olubiyi O. Akintade , Temitayo O. Olowu , Gergely Zaruba

The rise of the Internet of Things and Cyber-Physical Systems has introduced new challenges on ensuring secure and robust communication. The growing number of connected devices increases network complexity, leading to higher latency and…

密码学与安全 · 计算机科学 2025-09-03 Marco Stadler , Michael Vierhauser , Michael Riegler , Daniel Waghubinger , Johannes Sametinger

There have been numerous works on network intrusion detection and prevention systems, but work on application layer intrusion detection and prevention is rare and not very mature. Intrusion detection and prevention at both network and…

密码学与安全 · 计算机科学 2014-11-13 Amal Saha , Sugata Sanyal

Smart cities use technology to improve traffic patterns, energy distribution, air quality and more. The elements of a smart city can also increase the convenience for its citizens, by integrating IT technology into many aspects of citizen…

计算机与社会 · 计算机科学 2021-07-21 Jungheum Park , Hyunji Chung , Joanna F. DeFranco

Mobile communication technologies have been evolving for many years with each generation transforming the way we experience new services. As the Smartphone market has significantly expanded in recent years and expected to grow more in years…

信号处理 · 电气工程与系统科学 2019-11-21 Ayman Elnashar , Mohamed Elsaidny

The 5th generation (5G) wireless access technology, known as new radio (NR), will address a variety of usage scenarios from enhanced mobile broadband to ultra-reliable low-latency communications to massive machine type communications. Key…