Sydney Digital Theses (Open Access): Recent submissions
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Adversarial and Out-of-Distribution Perspectives on Deep Neural Network Robustness
Published 2025Deep neural networks (DNNs) have achieved significant success across a broad spectrum of applications, such as autonomous driving, medical imaging, and natural language processing. However, their susceptibility to ...Open AccessThesis -
Privacy and Security Preserving Distributed Machine Learning and Data Storage in Large-Scale Internet of Things
Published 2025With the rapid growth of the Internet of Things (IoT) devices, managing and processing the enormous volume of distributed IoT data has become a significant challenge. To improve efficiency while maintaining trust and ...Open AccessThesis -
Development and Real-Time Implementation of an Adjustable Coherence Mask for Robust Binaural Speech Enhancement in Noisy and Multi-Talker Environments Using Hearable Devices
Published 2025Hearable technology has rapidly evolved, offering improved communication and listening experiences, especially in noisy environments. However, achieving acoustic transparency and preserving binaural cues such as Interaural ...Open AccessThesis -
A corpus-based critical discourse analysis of gender bias and evaluation in Australian Rules Football and Rugby League sports news discourse
Published 2025This study explores the representation of elite female and male Australian Rules Football (AFL) and Rugby League (NRL) athletes in Australian newspapers. Over the decades, women athletes have faced numerous barriers to ...Open AccessThesis -
Characterisation of a novel soluble di-iron monooxygenase from the soil organism Solimonas soli
Published 2025Monooxygenase enzymes are responsible for the oxidation of hydrocarbons and other compounds in the carbon and nitrogen cycles, are important for the biodegradation of pollutants, and can act as biocatalysts for chemical ...Open AccessThesis