Imagen de Portada

F-KANs: Federated Kolmogorov-Arnold Networks

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zeydan, Engin, Vaca-Rubio, Cristian J., Blanco, Luis, Pereira, Roberto, Caus, Marius, Aydeger, Abdullah
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning Artificial Intelligence Cryptography and Security Networking and Internet Architecture
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction
por: Zeydan, Engin, et al.
Publicado: (2025)

Exploring Post Quantum Cryptography with Quantum Key Distribution for Sustainable Mobile Network Architecture Design
por: Hoque, Sanzida, et al.
Publicado: (2024)

Post-Quantum Secure UE-to-UE Communications
por: Hoque, Sanzida, et al.
Publicado: (2024)

Analysis of Post-Quantum Cryptography in User Equipment in 5G and Beyond
por: Hoque, Sanzida, et al.
Publicado: (2025)

Quantum-Resistant Domain Name System: A Comprehensive System-Level Study
por: Lee, Juyoul, et al.
Publicado: (2025)

Analysis of Robust and Secure DNS Protocols for IoT Devices
por: Aydeger, Abdullah, et al.
Publicado: (2025)

MTDNS: Moving Target Defense for Resilient DNS Infrastructure
por: Aydeger, Abdullah, et al.
Publicado: (2024)

Probabilistic Forecasting for Network Resource Analysis in Integrated Terrestrial and Non-Terrestrial Networks
por: Vaca-Rubio, Cristian J., et al.
Publicado: (2025)

A Primer on Kolmogorov-Arnold Networks (KANs) for Probabilistic Time Series Forecasting
por: Vaca-Rubio, Cristian J., et al.
Publicado: (2025)

On the Architectural Split and Radio Intelligence Controller Placement in Integrated O-RAN-enabled Non-Terrestrial Networks
por: Baranda, Jorge, et al.
Publicado: (2025)

Kolmogorov-Arnold Networks (KANs) for Time Series Analysis
por: Vaca-Rubio, Cristian J., et al.
Publicado: (2024)

Towards Explainable Network Intrusion Detection using Large Language Models
por: Houssel, Paul R. B., et al.
Publicado: (2024)

Minimizing Power Consumption under SINR Constraints for Cell-Free Massive MIMO in O-RAN
por: Kasuluru, Vaishnavi, et al.
Publicado: (2024)

Enhancing Data Privacy In Wireless Sensor Networks: Investigating Techniques And Protocols To Protect Privacy Of Data Transmitted Over Wireless Sensor Networks In Critical Applications Of Healthcare And National Security
por: Ahmed, Akinsola, et al.
Publicado: (2024)

Introducing Packet-Level Analysis in Programmable Data Planes to Advance Network Intrusion Detection
por: Doriguzzi-Corin, Roberto, et al.
Publicado: (2023)

FedMADE: Robust Federated Learning for Intrusion Detection in IoT Networks Using a Dynamic Aggregation Method
por: Sun, Shihua, et al.
Publicado: (2024)

SecureDyn-FL: A Robust Privacy-Preserving Federated Learning Framework for Intrusion Detection in IoT Networks
por: Soomro, Imtiaz Ali, et al.
Publicado: (2026)

On the Impact of PRB Load Uncertainty Forecasting for Sustainable Open RAN
por: Kasuluru, Vaishnavi, et al.
Publicado: (2024)

Security Implications and Mitigation Strategies in MPLS Networks
por: Thakur, Ayush
Publicado: (2024)

Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability
por: Grini, Anass, et al.
Publicado: (2025)

LLMs' Suitability for Network Security: A Case Study of STRIDE Threat Modeling
por: AbdulGhaffar, AbdulAziz, et al.
Publicado: (2025)

CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
por: Bahar, Atmane Ayoub Mansour, et al.
Publicado: (2025)

Toward Mixture-of-Experts Enabled Trustworthy Semantic Communication for 6G Networks
por: He, Jiayi, et al.
Publicado: (2024)

Decentralised Trust and Security Mechanisms for IoT Networks at the Edge: A Comprehensive Review
por: Zaman, Khandoker Ashik Uz, et al.
Publicado: (2026)

Trustworthy AI-Generative Content for Intelligent Network Service: Robustness, Security, and Fairness
por: Li, Siyuan, et al.
Publicado: (2024)

Hybrid Quantum Security for IPsec
por: Blanco-Romero, Javier, et al.
Publicado: (2025)

Inside Job: Defending Kubernetes Clusters Against Network Misconfigurations
por: Bufalino, Jacopo, et al.
Publicado: (2025)

Large Language Models for Network Intrusion Detection Systems: Foundations, Implementations, and Future Directions
por: Yang, Shuo, et al.
Publicado: (2025)

LLM Meets the Sky: Heuristic Multi-Agent Reinforcement Learning for Secure Heterogeneous UAV Networks
por: Zheng, Lijie, et al.
Publicado: (2025)

Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification
por: Lin, Xinjie, et al.
Publicado: (2025)

PAMPOS: Causal Transformer-based Trajectory Prediction for Attack-Agnostic Misbehavior Detection in V2X Networks
por: Kalogiannis, Konstantinos, et al.
Publicado: (2026)

Smart and Secure CAV Networks Empowered by AI-Enabled Blockchain: The Next Frontier for Intelligent Safe Driving Assessment
por: Xia, Le, et al.
Publicado: (2021)

A Joint Reconstruction-Triplet Loss Autoencoder Approach Towards Unseen Attack Detection in IoV Networks
por: Boone, Julia, et al.
Publicado: (2025)

Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User Anomalies
por: Marbel, Revital, et al.
Publicado: (2024)

DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS
por: Li, Qingyang, et al.
Publicado: (2024)

DNS Query Forgery: A Client-Side Defense Against Mobile App Traffic Profiling
por: Jimenez-Berenguel, Andrea, et al.
Publicado: (2025)

Implementing and Evaluating Post-Quantum DNSSEC in CoreDNS
por: Suela, Julio Gento, et al.
Publicado: (2025)

FedSelect-ME: A Secure Multi-Edge Federated Learning Framework with Adaptive Client Scoring
por: Vatani, Hanie, et al.
Publicado: (2025)

Standing Firm in 5G: A Single-Round, Dropout-Resilient Secure Aggregation for Federated Learning
por: Zhang, Yiwei, et al.
Publicado: (2025)

A Novel Open Set Energy-based Flow Classifier for Network Intrusion Detection
por: Souza, Manuela M. C., et al.
Publicado: (2021)