Cover Image

SAJD: Self-Adaptive Jamming Attack Detection in AI/ML Integrated 5G O-RAN Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rahman, Md Habibur, Hossen, Md Sharif, Stephenson, Nathan H., Shah, Vijay K., Da Silva, Aloizio
Format:	Preprint
Published:	2025
Subjects:	Networking and Internet Architecture Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Demonstration of Self-Adaptive Jamming Attack Detection in AI/ML Integrated O-RAN
by: Rahman, Md Habibur, et al.
Published: (2025)

Altitude-Dependent RSRP and RSRQ Trade-offs in 5G NR UAV Networks
by: Hossen, Md Sharif, et al.
Published: (2026)

Aerial Booster-Cell Enabled Inter-Cell Interference Coordination for 5G NR Networks
by: Hossen, Md Sharif, et al.
Published: (2026)

OpenTwin: Digital Twin Driven Closed Loop KPM Inference and Control for Open RAN
by: Hossen, Md Sharif, et al.
Published: (2026)

Analysis of Altitude-Dependent Electronic Conspicuity in Cellular-Connected UAVs
by: Hossen, Md Sharif, et al.
Published: (2026)

Agents Should Replace Narrow Predictive AI as the Orchestrator in 6G AI-RAN
by: Gajjar, Pranshav, et al.
Published: (2026)

Proactive AI-and-RAN Workload Orchestration in O-RAN Architectures for 6G Networks
by: Shah, Syed Danial Ali, et al.
Published: (2025)

Accelerating Development in UAV Network Digital Twins with a Flexible Simulation Framework
by: Hossen, Md Sharif, et al.
Published: (2025)

AI5GTest: AI-Driven Specification-Aware Automated Testing and Validation of 5G O-RAN Components
by: Ganiyu, Abiodun, et al.
Published: (2025)

Inter-DU Load Balancing in an Experimental Over-the-Air 5G Open Radio Access Network
by: Bashar, Fahim, et al.
Published: (2025)

Experimental evaluation of xApp Conflict Mitigation Framework in O-RAN: Insights from Testbed deployment in OTIC
by: Sultana, Abida, et al.
Published: (2025)

ML and Smartphones Assisted Real-Time Uplink Performance Prediction in 5G Cellular System
by: Rahman, Md Mahfuzur, et al.
Published: (2026)

Misconfiguration in O-RAN: Analysis of the impact of AI/ML
by: Yungaicela-Naula, Noe, et al.
Published: (2024)

Adaptive Reallocation of RAN Functions for Resilient 6G Networks
by: Almeida, Gabriel M., et al.
Published: (2025)

A Framework for AI-Native Semantic-Based Dynamic Slicing for 6G Networks
by: Chowdhury, Mayukh Roy, et al.
Published: (2025)

Reimagining RAN Automation in 6G: An Agentic AI Framework with Hierarchical Online Decision Transformer
by: Habib, Md Arafat, et al.
Published: (2026)

Hierarchical Decision Mamba Meets Agentic AI: A Novel Approach for RAN Slicing in 6G
by: Habib, Md Arafat, et al.
Published: (2025)

Adaptive Swin Transformer Partitioning over AI-RAN Networks
by: Nguyen, Tam Thanh, et al.
Published: (2026)

The Interplay of AI-and-RAN: Dynamic Resource Allocation for Converged 6G Platform
by: Shah, Syed Danial Ali, et al.
Published: (2025)

Generative AI for Intent-Driven Network Management in 6G RAN: A Case Study on the Mamba Model
by: Habib, Md Arafat, et al.
Published: (2025)

Jamming-Resilient PRB Reservation for Latency-Critical O-RAN Network Slicing
by: Delavari, Elahe, et al.
Published: (2026)

RAID: In-Network RA Signaling Storm Detection for 5G Open RAN
by: Rouili, Mohamed, et al.
Published: (2025)

Towards an AI/ML-driven SMO Framework in O-RAN: Scenarios, Solutions, and Challenges
by: Habibi, Mohammad Asif, et al.
Published: (2024)

Generative-AI for AI/ML Model Adaptive Retraining in Beyond 5G Networks
by: Gudepu, Venkateswarlu, et al.
Published: (2024)

Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN
by: Habib, Md Arafat, et al.
Published: (2024)

Harnessing the Power of LLMs, Informers and Decision Transformers for Intent-driven RAN Management in 6G
by: Habib, Md Arafat, et al.
Published: (2025)

An O-RAN Framework for AI/ML-Based Localization with OpenAirInterface and FlexRIC
by: Bouknana, Nada, et al.
Published: (2025)

JamShield: A Machine Learning Detection System for Over-the-Air Jamming Attacks
by: Panitsas, Ioannis, et al.
Published: (2025)

Integration of SDN and Digital Twin for the Intelligent Detection of DoC Attacks in WRSNs
by: Qaisar, Muhammad Umar Farooq, et al.
Published: (2025)

Multi-Task Learning as enabler for General-Purpose AI-native RAN
by: Farooq, Hasan, et al.
Published: (2024)

ARCHES: Adaptive Real-Time Switching of AI Models for the RAN
by: Santhi, Neagin Neasamoni, et al.
Published: (2026)

Black-Box Evasion Attacks on Data-Driven Open RAN Apps: Tailored Design and Experimental Evaluation
by: Gajjar, Pranshav, et al.
Published: (2025)

Analysis of an Architecture for Integrated Sensing and Communication in 5G OpenRAN
by: Lindenschmitt, Daniel, et al.
Published: (2025)

TwinRAN: Twinning the 5G RAN in Azure Cloud
by: Deshpande, Yash, et al.
Published: (2024)

FedJam: Multimodal Federated Learning Framework for Jamming Detection
by: Panitsas, Ioannis, et al.
Published: (2025)

AI-driven Intent-Based Networking Approach for Self-configuration of Next Generation Networks
by: Hossain, Md. Kamrul, et al.
Published: (2026)

AIIM: Adaptive Inter-cell Interference Mitigation for Heterogeneous Multi-vendor 5G O-RAN Networks
by: Reinders, Samuel, et al.
Published: (2026)

Towards Energy- and QoS-aware Load Balancing for 6G: Leveraging O-RAN to Achieve Sustainable and Energy-Efficient 6G
by: Bruno, Gustavo Z., et al.
Published: (2025)

RANGAN: GAN-empowered Anomaly Detection in 5G Cloud RAN
by: Liao, Douglas, et al.
Published: (2025)

Distributed AI Platform for the 6G RAN
by: Ananthanarayanan, Ganesh, et al.
Published: (2024)