Intelligent Attacks and Defense Methods in Federated Learning-enabled Energy-Efficient Wireless Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Han, Zhou, Hao, Elsayed, Medhat, Bavand, Majid, Gaigalas, Raimundas, Ozcan, Yigit, Erol-Kantarci, Melike |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Federated Learning with Dual Attention for Robust Modulation Classification under Attacks
by: Zhang, Han, et al.
Published: (2024)
by: Zhang, Han, et al.
Published: (2024)
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks
by: Zhang, Han, et al.
Published: (2024)
by: Zhang, Han, 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)
by: Salehi, Shavbo, et al.
Published: (2024)
Cooperative Hierarchical Deep Reinforcement Learning based Joint Sleep and Power Control in RIS-aided Energy-Efficient RAN
by: Zhou, Hao, et al.
Published: (2023)
by: Zhou, Hao, et al.
Published: (2023)
Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing
by: Salehi, Shavbo, et al.
Published: (2024)
by: Salehi, Shavbo, et al.
Published: (2024)
Explainable Multi-Agent Reinforcement Learning for Extended Reality Codec Adaptation
by: Iturria-Rivera, Pedro Enrique, et al.
Published: (2024)
by: Iturria-Rivera, Pedro Enrique, et al.
Published: (2024)
Extended Reality (XR) Codec Adaptation in 5G using Multi-Agent Reinforcement Learning with Attention Action Selection
by: Iturria-Rivera, Pedro Enrique, et al.
Published: (2024)
by: Iturria-Rivera, Pedro Enrique, et al.
Published: (2024)
Machine Learning-enabled Traffic Steering in O-RAN: A Case Study on Hierarchical Learning Approach
by: Habib, Md Arafat, et al.
Published: (2024)
by: Habib, Md Arafat, et al.
Published: (2024)
Prioritized Value-Decomposition Network for Explainable AI-Enabled Network Slicing
by: Salehi, Shavbo, et al.
Published: (2025)
by: Salehi, Shavbo, et al.
Published: (2025)
GenAI-enabled Residual Motion Estimation for Energy-Efficient Semantic Video Communication
by: Salehi, Shavbo, et al.
Published: (2025)
by: Salehi, Shavbo, et al.
Published: (2025)
Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN
by: Habib, Md Arafat, et al.
Published: (2024)
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)
by: Habib, Md Arafat, et al.
Published: (2025)
LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning
by: Habib, Md Arafat, et al.
Published: (2024)
by: Habib, Md Arafat, et al.
Published: (2024)
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)
by: Habib, Md Arafat, 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)
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)
by: Habib, Md Arafat, et al.
Published: (2025)
FedCritic: Serverless Federated Critic Learning-based Resource Allocation for Multi-Cell OFDMA in 6G
by: Farajzadeh, Amin, et al.
Published: (2026)
by: Farajzadeh, Amin, et al.
Published: (2026)
Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection
by: Zhang, Han, et al.
Published: (2024)
by: Zhang, Han, et al.
Published: (2024)
Edge Learning via Federated Split Decision Transformers for Metaverse Resource Allocation
by: Temiz, Fatih, et al.
Published: (2026)
by: Temiz, Fatih, et al.
Published: (2026)
Heuristic Deep Reinforcement Learning for Phase Shift Optimization in RIS-assisted Secure Satellite Communication Systems with RSMA
by: Bao, Tingnan, et al.
Published: (2025)
by: Bao, Tingnan, et al.
Published: (2025)
DT-DDNN: A Physical Layer Security Attack Detector in 5G RF Domain for CAVs
by: Asemian, Ghazal, et al.
Published: (2024)
by: Asemian, Ghazal, et al.
Published: (2024)
Joint Task Offloading and User Scheduling in 5G MEC under Jamming Attacks
by: Amini, Mohammadreza, et al.
Published: (2025)
by: Amini, Mohammadreza, et al.
Published: (2025)
SkyNetPredictor: Network Performance Prediction in Avionic Communication using AI
by: Mukhtar, Hind, et al.
Published: (2025)
by: Mukhtar, Hind, et al.
Published: (2025)
Generative AI-enabled Blockage Prediction for Robust Dual-Band mmWave Communication
by: Ghassemi, Mohammad, et al.
Published: (2025)
by: Ghassemi, Mohammad, et al.
Published: (2025)
Multi-Modal Data-Enhanced Foundation Models for Prediction and Control in Wireless Networks: A Survey
by: Zhang, Han, et al.
Published: (2026)
by: Zhang, Han, et al.
Published: (2026)
Mobile Traffic Prediction using LLMs with Efficient In-context Demonstration Selection
by: Zhang, Han, et al.
Published: (2025)
by: Zhang, Han, et al.
Published: (2025)
Wireless Multimodal Foundation Model (WMFM): Integrating Vision and Communication Modalities for 6G ISAC Systems
by: Farzanullah, Mohammad, et al.
Published: (2025)
by: Farzanullah, Mohammad, et al.
Published: (2025)
Generative AI-in-the-loop: Integrating LLMs and GPTs into the Next Generation Networks
by: Zhang, Han, et al.
Published: (2024)
by: Zhang, Han, et al.
Published: (2024)
Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication
by: Ghassemi, Mohammad, et al.
Published: (2025)
by: Ghassemi, Mohammad, et al.
Published: (2025)
Sum Rate Enhancement using Machine Learning for Semi-Self Sensing Hybrid RIS-Enabled ISAC in THz Bands
by: Mobarak, Sara Farrag, et al.
Published: (2025)
by: Mobarak, Sara Farrag, et al.
Published: (2025)
LLM-Enabled Data Transmission in End-to-End Semantic Communication
by: Salehi, Shavbo, et al.
Published: (2025)
by: Salehi, Shavbo, et al.
Published: (2025)
Foundation Model-Aided Hierarchical Deep Reinforcement Learning for Blockage-Aware Link in RIS-Assisted Networks
by: Ghassemi, Mohammad, et al.
Published: (2026)
by: Ghassemi, Mohammad, et al.
Published: (2026)
Sustainable Task Offloading in Secure UAV-assisted Smart Farm Networks: A Multi-Agent DRL with Action Mask Approach
by: Bao, Tingnan, et al.
Published: (2024)
by: Bao, Tingnan, et al.
Published: (2024)
Multi-Modal Transformer and Reinforcement Learning-based Beam Management
by: Ghassemi, Mohammad, et al.
Published: (2024)
by: Ghassemi, Mohammad, et al.
Published: (2024)
Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning
by: Farzanullah, Mohammad, et al.
Published: (2025)
by: Farzanullah, Mohammad, et al.
Published: (2025)
Adversarial Machine Learning-Enabled Anonymization of OpenWiFi Data
by: Kuili, Samhita, et al.
Published: (2024)
by: Kuili, Samhita, et al.
Published: (2024)
Foundation Model-Aided Hierarchical Control for Robust RIS-Assisted Near-Field Communications
by: Ghassemi, Mohammad, et al.
Published: (2026)
by: Ghassemi, Mohammad, et al.
Published: (2026)
Generative AI Empowered LiDAR Point Cloud Generation with Multimodal Transformer
by: Farzanullah, Mohammad, et al.
Published: (2024)
by: Farzanullah, Mohammad, et al.
Published: (2024)
Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6G
by: Farzanullah, Mohammad, et al.
Published: (2025)
by: Farzanullah, Mohammad, et al.
Published: (2025)
Bypassing a Reactive Jammer via NOMA-Based Transmissions in Critical Missions
by: Amini, Mohammadreza, et al.
Published: (2024)
by: Amini, Mohammadreza, et al.
Published: (2024)
Similar Items
-
Federated Learning with Dual Attention for Robust Modulation Classification under Attacks
by: Zhang, Han, et al.
Published: (2024) -
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks
by: Zhang, Han, 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) -
Cooperative Hierarchical Deep Reinforcement Learning based Joint Sleep and Power Control in RIS-aided Energy-Efficient RAN
by: Zhou, Hao, et al.
Published: (2023) -
Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing
by: Salehi, Shavbo, et al.
Published: (2024)