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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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and GWAS methodology Machine learning approaches for high-dimensional data Algorithm development and evaluation Applications of AI in biomedical research This project is suitable for students with an
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and GWAS methodology Machine learning approaches for high-dimensional data Algorithm development and evaluation Applications of AI in biomedical research This project is suitable for students with an
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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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Primary supervisor Wai Peng Wong Research area Data Science and Artificial Intelligence The project involves building a high-fidelity digital twin of complex urban or environmental systems by
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Primary supervisor Wai Peng Wong Research area Data Science and Artificial Intelligence The project involves building a high-fidelity digital twin of complex urban or environmental systems by
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Convolutional Neural Networks", ICML 2021 - "Privacy-Preserving Feature Selection with Secure Multiparty Computation", ICML 2021 - "High Performance Logistic Regression for Privacy-Preserving Genome
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Convolutional Neural Networks", ICML 2021 - "Privacy-Preserving Feature Selection with Secure Multiparty Computation", ICML 2021 - "High Performance Logistic Regression for Privacy-Preserving Genome
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involve a lot of experiments using DL/AI methods. We will use the Monash <b>High</b> <b>Performance</b> Computing platform (MASSIVE) to do the experiments. Required knowledge You must have experience in Deep Learning, and have strong programming skills. Learn more about minimum entry...
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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