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potential, FL faces critical security, privacy, and performance challenges under practical constraints and considerations. For example, poisioning attacks against FL can heavily impact model performance and
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Primary supervisor Chern Hong Lim Co-supervisors Bisan Alsalibi Yasmeen George Research area Data Science and Artificial Intelligence While deep learning has shown remarkable performance in medical
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, Park 2023], little work has been done to estimate the effects of direct disobedience on human-robot trust and joined performance. While accepting that disobedience in robots might be useful, it is
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, Park 2023], little work has been done to estimate the effects of direct disobedience on human-robot trust and joined performance. While accepting that disobedience in robots might be useful, it is
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design algorithms and protocols to secure ML models within their life cycle at mobile devices. Research Task III : Conduct theoretical and experimental analysis for the performance of the proposed
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design algorithms and protocols to secure ML models within their life cycle at mobile devices. Research Task III : Conduct theoretical and experimental analysis for the performance of the proposed