Search Results for author: Parus Khuwaja

Found 6 papers, 0 papers with code

ChatGPT Needs SPADE (Sustainability, PrivAcy, Digital divide, and Ethics) Evaluation: A Review

no code implementations13 Apr 2023 Sunder Ali Khowaja, Parus Khuwaja, Kapal Dev, Weizheng Wang, Lewis Nkenyereye

Furthermore, we also suggest some policies and recommendations for EU AI policy act concerning ethics, digital divide, and sustainability.

Ethics Language Modelling +1

SPIN: Simulated Poisoning and Inversion Network for Federated Learning-Based 6G Vehicular Networks

no code implementations21 Nov 2022 Sunder Ali Khowaja, Parus Khuwaja, Kapal Dev, Angelos Antonopoulos

Vehicular networks have always faced data privacy preservation concerns, which lead to the advent of distributed learning techniques such as federated learning.

Federated Learning Generative Adversarial Network +1

IIFNet: A Fusion based Intelligent Service for Noisy Preamble Detection in 6G

no code implementations16 Apr 2022 Sunder Ali Khowaja, Kapal Dev, Parus Khuwaja, Quoc-Viet Pham, Nawab Muhammad Faseeh Qureshi, Paolo Bellavista, Maurizio Magarini

We propose an informative instance-based fusion network (IIFNet) to cope with random noise and to improve detection performance, simultaneously.

Towards Energy Efficient Distributed Federated Learning for 6G Networks

no code implementations19 Jan 2022 Sunder Ali Khowaja, Kapal Dev, Parus Khuwaja, Paolo Bellavista

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.

Edge-computing Federated Learning

Towards Industrial Private AI: A two-tier framework for data and model security

no code implementations27 Jul 2021 Sunder Ali Khowaja, Kapal Dev, Nawab Muhammad Faseeh Qureshi, Parus Khuwaja, Luca Foschini

We proposed a three-layer encryption method for data security and provide a hypothetical method to secure the model parameters.

Federated Learning

Internet of Everything enabled solution for COVID-19, its new variants and future pandemics: Framework, Challenges, and Research Directions

no code implementations2 Jan 2021 Sunder Ali Khowaja, Parus Khuwaja, Kapal Dev

After affecting the world in unexpected ways, COVID-19 has started mutating which is evident with the insurgence of its new variants.

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