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 MoreMetadata
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)
Funding Agency:
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
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
Contents 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
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
