AI for Beyond 5G Networks: A Cyber-Security Defense or Offense Enabler? | IEEE Journals & Magazine | IEEE Xplore

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


Abstract:

Artificial intelligence (AI) is envisioned to play a pivotal role in empowering intelligent, adaptive and autonomous security management in 5G and beyond networks, thanks...Show More

Abstract:

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 article sheds light on how<;span class="upper-case"> Ai <;/span>may impact the security of 5G and its successor 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.
Published in: IEEE Network ( Volume: 34, Issue: 6, November/December 2020)
Page(s): 140 - 147
Date of Publication: 03 September 2020

ISSN Information:

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Aalto University, Finland
Chafika Benzaïo is currently a PostDoc researcher at MOSA!C Lab, Aalto University. She is an associate professor and research fellow in the Computer Science Department at the University of Sciences and Technology Houari Boumediene (USTHB). She obtained her Ph.D. degree in computer sciences from USTHB in 2009. Her current research interests include AI-driven network security and AI security. She serves/has served as a TPC ...Show More
Chafika Benzaïo is currently a PostDoc researcher at MOSA!C Lab, Aalto University. She is an associate professor and research fellow in the Computer Science Department at the University of Sciences and Technology Houari Boumediene (USTHB). She obtained her Ph.D. degree in computer sciences from USTHB in 2009. Her current research interests include AI-driven network security and AI security. She serves/has served as a TPC ...View more
Aalto University, Finland
University of Oulu, Finland
Sejong University, South Korea
Tarik Taleb is professor at Aalto University and the University of Oulu. He is the founder and director of the MOSA!C Lab (www.mosaic-lab.org). Prior to that, he was a senior researcher and 3GPP standards expert at NEC Europe Ltd., Germany. He also worked as an assistant professor at Tohoku University, Japan. He received his B.E. degree in information engineering, and his M.Sc. and Ph.D. degrees in information sciences fr...Show More
Tarik Taleb is professor at Aalto University and the University of Oulu. He is the founder and director of the MOSA!C Lab (www.mosaic-lab.org). Prior to that, he was a senior researcher and 3GPP standards expert at NEC Europe Ltd., Germany. He also worked as an assistant professor at Tohoku University, Japan. He received his B.E. degree in information engineering, and his M.Sc. and Ph.D. degrees in information sciences fr...View more

Introduction

5G and beyond networks hold out the promise of delivering ultra-low latency, ultra-high throughput, ultra-high reliability, ultra-low energy usage, and massive connectivity. Achieving these promises will pave the way to a new breed of applications, including autonomous driving, industry 4.0, augmented and virtual reality, collaborative gaming, near real-time remote surgery, and teleportation. However, the diversity of services/applications and the growing number of connected things envisaged in the networks of tomorrow will open up new and increasingly broad cyber threats, posing security and privacy risks [1]. Thus, it is imperative to build up effective and sustainable security measures that can deal with the ever-evolving threat landscape and security requirements in 5G and its successor in order to fully reap their benefits.

Aalto University, Finland
Chafika Benzaïo is currently a PostDoc researcher at MOSA!C Lab, Aalto University. She is an associate professor and research fellow in the Computer Science Department at the University of Sciences and Technology Houari Boumediene (USTHB). She obtained her Ph.D. degree in computer sciences from USTHB in 2009. Her current research interests include AI-driven network security and AI security. She serves/has served as a TPC member for several international conferences and as a reviewer for multiple international journals.
Chafika Benzaïo is currently a PostDoc researcher at MOSA!C Lab, Aalto University. She is an associate professor and research fellow in the Computer Science Department at the University of Sciences and Technology Houari Boumediene (USTHB). She obtained her Ph.D. degree in computer sciences from USTHB in 2009. Her current research interests include AI-driven network security and AI security. She serves/has served as a TPC member for several international conferences and as a reviewer for multiple international journals.View more
Aalto University, Finland
University of Oulu, Finland
Sejong University, South Korea
Tarik Taleb is professor at Aalto University and the University of Oulu. He is the founder and director of the MOSA!C Lab (www.mosaic-lab.org). Prior to that, he was a senior researcher and 3GPP standards expert at NEC Europe Ltd., Germany. He also worked as an assistant professor at Tohoku University, Japan. He received his B.E. degree in information engineering, and his M.Sc. and Ph.D. degrees in information sciences from Tohoku University in 2001, 2003, and 2005, respectively.
Tarik Taleb is professor at Aalto University and the University of Oulu. He is the founder and director of the MOSA!C Lab (www.mosaic-lab.org). Prior to that, he was a senior researcher and 3GPP standards expert at NEC Europe Ltd., Germany. He also worked as an assistant professor at Tohoku University, Japan. He received his B.E. degree in information engineering, and his M.Sc. and Ph.D. degrees in information sciences from Tohoku University in 2001, 2003, and 2005, respectively.View more

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