20 citations · 42 across the 31 of their papers we have counts for
12 papers · 1 filter
A Primer on Kolmogorov-Arnold Networks (KANs) for Probabilistic Time Series Forecasting
Cristian J. Vaca-Rubio, Roberto Pereira, Luis Blanco +2
This work introduces Probabilistic Kolmogorov-Arnold Network (P-KAN), a novel probabilistic extension of Kolmogorov-Arnold Networks (KANs) for time series forecasting. By replacing…
Analysis of Post-Quantum Cryptography in User Equipment in 5G and Beyond
Sanzida Hoque, Abdullah Aydeger, Engin Zeydan +1
The advent of quantum computing threatens the security of classical public-key cryptographic systems, prompting the transition to post-quantum cryptography (PQC). While PQC has bee…
On-Demand HAPS-Assisted Communication System for Public Safety in Emergency and Disaster Response
Bilal Karaman, Ilhan Baştürk, Ferdi Kara +5
Natural disasters often disrupt communication networks and severely hamper emergency response and disaster management. Existing solutions, such as portable communication units and…
On the Architectural Split and Radio Intelligence Controller Placement in Integrated O-RAN-enabled Non-Terrestrial Networks
Jorge Baranda, Marius Caus, Luis Blanco +5
The integration of Terrestrial Networks (TNs) with Non-Terrestrial Networks (NTNs) poses unique architectural and functional challenges due to heterogeneous propagation conditions,…
Quantum-Resistant Domain Name System: A Comprehensive System-Level Study
Juyoul Lee, Sanzida Hoque, Abdullah Aydeger +1
The Domain Name System (DNS) plays a foundational role in Internet infrastructure, yet its core protocols remain vulnerable to compromise by quantum adversaries. As cryptographical…
Quantum Technologies for Beyond 5G and 6G Networks: Applications, Opportunities, and Challenges
Engin Zeydan, Chamitha De Alwis, Rabia Khan +4
As the world prepares for the advent of 6G networks, quantum technologies are becoming critical enablers of the next generation of communication systems. This survey paper investig…
Blockchain for Federated Learning in the Internet of Things: Trustworthy Adaptation, Standards, and the Road Ahead
Farhana Javed, Engin Zeydan, Josep Mangues-Bafalluy +2
As edge computing gains prominence in Internet of Things (IoTs), smart cities, and autonomous systems, the demand for real-time machine intelligence with low latency and model reli…
Probabilistic Forecasting for Network Resource Analysis in Integrated Terrestrial and Non-Terrestrial Networks
Cristian J. Vaca-Rubio, Vaishnavi Kasuluru, Engin Zeydan +4
Efficient resource management is critical for Non-Terrestrial Networks (NTNs) to provide consistent, high-quality service in remote and under-served regions. While traditional sing…
Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction
Engin Zeydan, Cristian J. Vaca-Rubio, Luis Blanco +3
Non-Terrestrial Networks (NTNs) are becoming a critical component of modern communication infrastructures, especially with the advent of Low Earth Orbit (LEO) satellite systems. Tr…
Integration of Agentic AI with 6G Networks for Mission-Critical Applications: Use-case and Challenges
Sunder Ali Khowaja, Kapal Dev, Muhammad Salman Pathan +2
We are in a transformative era, and advances in Artificial Intelligence (AI), especially the foundational models, are constantly in the news. AI has been an integral part of many a…
Analysis of Robust and Secure DNS Protocols for IoT Devices
Abdullah Aydeger, Sanzida Hoque, Engin Zeydan +1
The DNS (Domain Name System) protocol has been in use since the early days of the Internet. Although DNS as a de facto networking protocol had no security considerations in its ear…
Advanced Architectures Integrated with Agentic AI for Next-Generation Wireless Networks
Kapal Dev, Sunder Ali Khowaja, Keshav Singh +2
This paper investigates a range of cutting-edge technologies and architectural innovations aimed at simplifying network operations, reducing operational expenditure (OpEx), and ena…