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guarantees of FL. In this project, we aim at an ambitious goal - designing secure and privacy-enhancing algorithms and framework for FL and applying our designs into real-world applications. To achieve
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guarantee that what one believes to be one’s secrets will remain secret. Namely, a DP algorithm cannot ensure that private attributes cannot be inferred from publicly observable attributes if they have strong
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36 dish antennas that work together as one telescope and generate data at the rate of 100 trillion bits per second – more data at a faster rate than Australia’s entire internet traffic. Science
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This project aims to employ advanced machine learning techniques to analyse text, audio, images, and videos for signs of harmful behaviour. Natural language processing algorithms are utilized
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to grow their expertise in multifunctional composite laminates, contributing to the development of high-performance antennas integrated into composite platforms. This is an exciting opportunity to grow
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Country, just outside Narrabri in north-west New South Wales, is our Paul Wild Observatory, the site of our Australia Telescope Compact Array (ATCA), an array of 22-metre dish antennas. Five of ATCA's six
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, providing ultra-fast accuracy, position and orientation. Read More → Certus Evo Combining ultra-high accuracy MEMS with intelligent software and dual-antenna RTK GNSS, ensuring reliable positioning and
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formative assessment and personalised feedback while ensuring fairness, accountability, and transparency. The research will explore a combination of algorithmic design, human–AI interaction, and empirical
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algorithm that allows accurate simulation of fluid transport processes in porous media coupled with chemical reactions (e.g. dissolution and precipitation). The algorithm will be validated firstly against
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research are multi-aperture radars to the design & development of RF systems, antennas and materials, and the development of novel space & wireless communications techniques for improved resilience and