Search Results for author: Muhammad Aslam Jarwar

Found 5 papers, 1 papers with code

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

Provenance, Anonymisation and Data Environments: a Unifying Construction

no code implementations21 Jul 2021 Muhammad Aslam Jarwar, Adriane Chapman, Mark Elliot, Fatemeh Raji

Based on this use case, we identify how provenance information could be utilized within the ADF framework, and identify a currently un-met requirement which is the modeling of \textit{data environments}.

Decision Making Management

A Framework for Detecting Event related Sentiments of a Community

no code implementations1 Mar 2019 Muhammad Aslam Jarwar

For effective policy making and understanding the response of a community on different events, we need to monitor and analyze the social media.

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