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Geopolitical Security. The Research and Enterprise Portfolio is key to the delivery of our strategic vision, ensuring Monash delivers meaningful outcomes to the communities we serve, and remains at the forefront
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Duration: 3.5-year fixed-term appointment Remuneration: The successful applicant will receive a tax-free stipend of $37,145 per annum (2026 full-time rate), as per the Monash Research Training Program (RTP
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Ensembles over Continuous Data", PETS 2022 - "Privacy-Preserving Video Classification with Convolutional Neural Networks", ICML 2021 - "Privacy-Preserving Feature Selection with Secure Multiparty Computation
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privacy-enhancing techniques such as secure multi-party computation, homomorphic encryption, differential privacy, and trusted execution to design algorithms and protocols to secure ML models within
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their performance evaluated in terms of classification accuracy, computational speed, and overall usability. Required knowledge Deep learning (CNNs, Transformers) and computer vision Knowledge distillation for model
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-user devices and software assets, delivering a seamless, secure and customer-centric experience that empowers staff and students to do their best work every day. Positioned at the forefront of strategy
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analysis, contextual analysis, audio feature extraction, and machine learning models to identify and assess potentially dangerous content. Similarly, computer vision models are implemented to analyse images
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performance, quality and safety Support academic publications, grant proposals and collaborative projects Mentor junior researchers and contribute to a thriving data science community What You Bring A
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to cultivate relationships with Monash University’s most generous and transformative donors, building a strategic program focused on securing and stewarding philanthropic gifts in excess of $5 million. This
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the workplace, affecting workers’ mental health, financial security, family relationships, and children’s long-term outcomes. Yet, despite the rising frequency of economic shocks – from natural disasters and