Search Results for author: Nawab Muhammad Faseeh Qureshi

Found 5 papers, 0 papers with code

AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends

no code implementations23 Aug 2022 Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja, Kapal Dev, Steven Davy, Nawab Muhammad Faseeh Qureshi, Paolo Bellavista

It is anticipated that Metaverse will be a continuum of rapidly emerging technologies, usecases, capabilities, and experiences that will make it up for the next evolution of the Internet.

Mixed Reality

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.

Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data

no code implementations12 Jan 2022 Sunder Ali Khowaja, Ik Hyun Lee, Kapal Dev, Muhammad Aslam Jarwar, Nawab Muhammad Faseeh Qureshi

However, it has been shown recently that the deep learning networks can be exploited by adversarial attacks that not only make IoMT vulnerable to the data theft but also to the manipulation of medical diagnosis.

Medical Diagnosis

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

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