Cover Image

JamShield: A Machine Learning Detection System for Over-the-Air Jamming Attacks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Panitsas, Ioannis, Yigit, Yagmur, Tassiulas, Leandros, Maglaras, Leandros, Canberk, Berk
Format:	Preprint
Published:	2025
Subjects:	Networking and Internet Architecture Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

A Family of Open Time-Series Foundation Models for the Radio Access Network
by: Panitsas, Ioannis, et al.
Published: (2026)

Cyber-Twin: Digital Twin-boosted Autonomous Attack Detection for Vehicular Ad-Hoc Networks
by: Yigit, Yagmur, et al.
Published: (2024)

D2Q Synchronizer: Distributed SDN Synchronization for Time Sensitive Applications
by: Panitsas, Ioannis, et al.
Published: (2025)

Constrained Reinforcement Learning for Adaptive Controller Synchronization in Distributed SDN
by: Panitsas, Ioannis, et al.
Published: (2024)

Predictive Handover Strategy in 6G and Beyond: A Deep and Transfer Learning Approach
by: Panitsas, Ioannis, et al.
Published: (2024)

Smart Jamming Attack and Mitigation on Deep Transfer Reinforcement Learning Enabled Resource Allocation for Network Slicing
by: Salehi, Shavbo, et al.
Published: (2024)

Deep Reinforcement Learning for EH-Enabled Cognitive-IoT Under Jamming Attacks
by: Abdolkhani, Nadia, et al.
Published: (2025)

5GC-Bench: A Framework for Stress-Testing and Benchmarking 5G Core VNFs
by: Panitsas, Ioannis, et al.
Published: (2025)

Hierarchical Deep Reinforcement Learning for Robust Access in Cognitive IoT Networks under Smart Jamming Attacks
by: Abdolkhani, Nadia, et al.
Published: (2025)

SlicePilot: Demystifying Network Slice Placement in Heterogeneous Cloud Infrastructures
by: Panitsas, Ioannis, et al.
Published: (2025)

Smart PRACH Jamming: A Serious Threat for 5G Campus Networks
by: Stegmann, J. R., et al.
Published: (2024)

Reliable Task Offloading in MEC through Transmission Diversity and Jamming-Aware Scheduling
by: Asemian, Ghazal, et al.
Published: (2025)

How to Combat Reactive and Dynamic Jamming Attacks with Reinforcement Learning
by: Sagduyu, Yalin E., et al.
Published: (2025)

Using Harmonics for Low-Cost Jamming
by: Ieropoulos, Vasilis, et al.
Published: (2024)

Network Slicing: Market Mechanism and Competitive Equilibria
by: Promponas, Panagiotis, et al.
Published: (2023)

One-Class Classification as GLRT for Jamming Detection in Private 5G Networks
by: Varotto, Matteo, et al.
Published: (2024)

Explainable and Hardware-Efficient Jamming Detection for 5G Networks Using the Convolutional Tsetlin Machine
by: Halenka, Vojtech, et al.
Published: (2026)

A Lightweight Machine Learning Approach for Delay-Aware Cell-Switching in 6G HAPS Networks
by: Koç, Görkem Berkay, et al.
Published: (2024)

Mobile Jamming Mitigation in 5G Networks: A MUSIC-Based Adaptive Beamforming Approach
by: Holguin, Olivia, et al.
Published: (2025)

On the Optimization and Stability of Sectorized Wireless Networks
by: Promponas, Panagiotis, et al.
Published: (2023)

Toward Resilient 5G Networks: Comparative Analysis of Federated and Centralized Learning for RF Jamming Detection
by: Kuili, Samhita, et al.
Published: (2026)

Graph Neural Networks for Jamming Source Localization
by: Herzalla, Dania, et al.
Published: (2025)

Air-to-Air Channel Characterization for UAV Communications at 3.4 GHz
by: Gürses, Anıl, et al.
Published: (2026)

Machine Learning for Spectrum Sharing: A Survey
by: Guimarães, Francisco R. V., et al.
Published: (2024)

PRZK-Bind: A Physically Rooted Zero-Knowledge Authentication Protocol for Secure Digital Twin Binding in Smart Cities
by: Yigit, Yagmur, et al.
Published: (2025)

Over-the-Air FEEL with Integrated Sensing: Joint Scheduling and Beamforming Design
by: Asaad, Saba, et al.
Published: (2025)

On the Ground and in the Sky: A Tutorial on Radio Localization in Ground-Air-Space Networks
by: Sallouha, Hazem, et al.
Published: (2023)

Generative AI for Space-Air-Ground Integrated Networks
by: Zhang, Ruichen, et al.
Published: (2023)

An Overview of Machine Learning-Driven Resource Allocation in IoT Networks
by: Li, Zhengdong
Published: (2024)

Secure Over-the-Air Computation Against Multiple Eavesdroppers using Correlated Artificial Noise
by: Nordlund, David, et al.
Published: (2025)

Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing
by: Salehi, Shavbo, et al.
Published: (2024)

Semantics-Aware Unified Terrestrial Non-Terrestrial 6G Networks
by: Delfani, Erfan, et al.
Published: (2025)

A Survey on Federated Learning in Intelligent Transportation Systems
by: Zhang, Rongqing, et al.
Published: (2024)

Air Computing: A Survey on a New Generation Computation Paradigm in 6G Wireless Networks
by: Yamansavascilar, Baris, et al.
Published: (2022)

Explosive Material Detection and Security Alert System (e-DASS)
by: Haider, Salman, et al.
Published: (2020)

Spectrum Occupancy Detection Supported by Federated Learning
by: Kułacz, Łukasz
Published: (2024)

Driving Innovation in 6G Wireless Technologies: The OpenAirInterface Approach
by: Kaltenberger, Florian, et al.
Published: (2024)

Data Service Maximization in Space-Air-Ground Integrated 6G Networks
by: Ei, Nway Nway, et al.
Published: (2024)

Digital Twin-based SIM Communication and Flight Control for Advanced Air Mobility
by: Xiong, Kai, et al.
Published: (2025)