Network and Physical Layer Attacks and countermeasures to AI-Enabled 6G O-RAN

06/01/2021
by   Talha F. Rahman, et al.
0

Artificial intelligence (AI) will play an increasing role in cellular network deployment, configuration and management. This paper examines the security implications of AI-driven 6G radio access networks (RANs). While the expected timeline for 6G standardization is still several years out, pre-standardization efforts related to 6G security are already ongoing and will benefit from fundamental and experimental research. The Open RAN (O-RAN) describes an industry-driven open architecture and interfaces for building next generation RANs with AI control. Considering this architecture, we identify the critical threats to data driven network and physical layer elements, the corresponding countermeasures, and the research directions.

READ FULL TEXT
research
11/26/2021

Toward Next Generation Open Radio Access Network–What O-RAN Can and Cannot Do!

The open radio access network (O-RAN) describes an industry-driven open ...
research
07/09/2020

Artificial Intelligence and Machine Learning in 5G Network Security: Opportunities, advantages, and future research trends

Recent technological and architectural advancements in 5G networks have ...
research
04/11/2023

End-to-End O-RAN Security Architecture, Threat Surface, Coverage, and the Case of the Open Fronthaul

O-RAN establishes an advanced radio access network (RAN) architecture th...
research
08/18/2023

Balancing Transparency and Risk: The Security and Privacy Risks of Open-Source Machine Learning Models

The field of artificial intelligence (AI) has experienced remarkable pro...
research
08/26/2020

Physically Unclonable Functions and AI: Two Decades of Marriage

The current chapter aims at establishing a relationship between artifici...
research
01/02/2023

Holistic Network Virtualization and Pervasive Network Intelligence for 6G

In this tutorial paper, we look into the evolution and prospect of netwo...
research
04/05/2022

Digital Twin Virtualization with Machine Learning for IoT and Beyond 5G Networks: Research Directions for Security and Optimal Control

Digital twin (DT) technologies have emerged as a solution for real-time ...

Please sign up or login with your details

Forgot password? Click here to reset