187 citations · 482 across the 26 of their papers we have counts for
8 papers · 1 filter
SPIN: Simulated Poisoning and Inversion Network for Federated Learning-Based 6G Vehicular Networks
Sunder Ali Khowaja, Parus Khuwaja, Kapal Dev +1
The applications concerning vehicular networks benefit from the vision of beyond 5G and 6G technologies such as ultra-dense network topologies, low latency, and high data rates. Ve…
AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends
Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja +4
Since Facebook was renamed Meta, a lot of attention, debate, and exploration have intensified about what the Metaverse is, how it works, and the possible ways to exploit it. It is…
2nd Place Solutions for UG2+ Challenge 2022 -- DNet for Mitigating Atmospheric Turbulence from Images
Sunder Ali Khowaja, Ik Hyun Lee, Jiseok Yoon
This technical report briefly introduces to the DNet proposed by our team "TUK-IKLAB" for Atmospheric Turbulence Mitigation in Challenge at CVPR 2022. In the light…
Industry 5.0 is Coming: A Survey on Intelligent NextG Wireless Networks as Technological Enablers
Shah Zeb, Aamir Mahmood, Sunder Ali Khowaja +5
Industry 5.0 vision, a step toward the next industrial revolution and enhancement to Industry 4.0, envisioned the new goals of resilient, sustainable, and human-centric approaches…
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results
Ren Yang, Radu Timofte, Meisong Zheng +75
This paper reviews the NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video. In this challenge, we proposed the LDV 2.0 dataset, which includes the…
IIFNet: A Fusion based Intelligent Service for Noisy Preamble Detection in 6G
Sunder Ali Khowaja, Kapal Dev, Parus Khuwaja +4
In this article, we present our vision of preamble detection in a physical random access channel for next-generation (Next-G) networks using machine learning techniques. Preamble d…
Towards Energy Efficient Distributed Federated Learning for 6G Networks
Sunder Ali Khowaja, Kapal Dev, Parus Khuwaja +1
The provision of communication services via portable and mobile devices, such as aerial base stations, is a crucial concept to be realized in 5G/6G networks. Conventionally, IoT/ed…
Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data
Sunder Ali Khowaja, Ik Hyun Lee, Kapal Dev +2
The past decade has seen a rapid adoption of Artificial Intelligence (AI), specifically the deep learning networks, in Internet of Medical Things (IoMT) ecosystem. However, it has…