4 papers
Advanced AI Service Provisioning in O-RAN through LLM Engine Integration
Seyed Bagher Hashemi Natanzi, Pranshav Gajjar, Bo Tang +1
The Open Radio Access Network (O-RAN) architecture allows AI to be embedded directly into the RAN through modular xApps and rApps, yet creating these applications collecting data,…
SAJD: Self-Adaptive Jamming Attack Detection in AI/ML Integrated 5G O-RAN Networks
Md Habibur Rahman, Md Sharif Hossen, Nathan H. Stephenson +2
The open radio access network (O-RAN) enables modular, intelligent, and programmable 5G network architectures through the adoption of software-defined networking (SDN), network fun…
A Demonstration of Self-Adaptive Jamming Attack Detection in AI/ML Integrated O-RAN
Md Habibur Rahman, Md Sharif Hossen, Nathan H. Stephenson +2
The open radio access network (O-RAN) enables modular, intelligent, and programmable 5G network architectures through the adoption of software-defined networking, network function…
Preserving Data Privacy for ML-driven Applications in Open Radio Access Networks
Pranshav Gajjar, Azuka Chiejina, Vijay K. Shah
Deep learning offers a promising solution to improve spectrum access techniques by utilizing data-driven approaches to manage and share limited spectrum resources for emerging appl…