Detecting Firmware Vulnerabilities in Smart Home Devices. 83% of Australians have smart home devices. 47% claim they have three or more. These devices are easily targeted by cyber-attacks, and searching for their vulnerabilities has become more crucial than ever. Our industry partner GPG is actively looking for ways to detect vulnerabilities in their smart home products, but have not found any existing methods that satisfy three critical requirements: 1) massive search, 2) cross platform detecti ....Detecting Firmware Vulnerabilities in Smart Home Devices. 83% of Australians have smart home devices. 47% claim they have three or more. These devices are easily targeted by cyber-attacks, and searching for their vulnerabilities has become more crucial than ever. Our industry partner GPG is actively looking for ways to detect vulnerabilities in their smart home products, but have not found any existing methods that satisfy three critical requirements: 1) massive search, 2) cross platform detection, and 3) finding unseen vulnerabilities. We therefore propose to use a series of new techniques such as efficient in-memory fuzzing, conditional formulas, and transfer learning to solve the above challenges. The project outcomes will help Australia gain cutting edge techniques in vulnerability detection. Read moreRead less
Deep mining neurological abnormalities from brain signal data. This project aims to develop a reliable, robust and real-time analysis system for automatic and accurate detection of neurological abnormalities, and the prediction of impending neurological problems from brain signal data. The project expects to design novel algorithms for brain signal processing, data compression, and detection and prediction of neurological abnormalities from massive brain signal data. The project will lead to sig ....Deep mining neurological abnormalities from brain signal data. This project aims to develop a reliable, robust and real-time analysis system for automatic and accurate detection of neurological abnormalities, and the prediction of impending neurological problems from brain signal data. The project expects to design novel algorithms for brain signal processing, data compression, and detection and prediction of neurological abnormalities from massive brain signal data. The project will lead to significant improvement of existing methods in health monitoring applications in Australia and worldwide and hence will save lives, money and resources.Read moreRead less
New digital deep-time exploration tools for a low-emissions economy. Demand for critical minerals will soar as renewable energy generation increases, but exploration companies currently cannot take full advantage of available exploration data in an Earth evolution context. This project will generate new knowledge in big and complex geodata analysis using an innovative data mining approach. It will enable Lithodat, a small enterprise, to perform cloud-based plate tectonic reconstruction, visualis ....New digital deep-time exploration tools for a low-emissions economy. Demand for critical minerals will soar as renewable energy generation increases, but exploration companies currently cannot take full advantage of available exploration data in an Earth evolution context. This project will generate new knowledge in big and complex geodata analysis using an innovative data mining approach. It will enable Lithodat, a small enterprise, to perform cloud-based plate tectonic reconstruction, visualisation and spatio-temporal analysis of geodata for resource exploration. The outcomes include an enhanced capacity to generate ore prospectivity maps and an improved understanding of their tectonic, geochemical, and geophysical signatures, benefiting Lithodat and their clients in the search for new mineral deposits.Read moreRead less
Alcohol and tobacco use among lesbian, bisexual and queer identifying women. This project aims to examine practices of alcohol and tobacco use among lesbian, bisexual and queer-identifying (LBQ) women, which are considerably higher compared to heterosexual women. By using an innovative, longitudinal qualitative approach, this project expects to generate new knowledge regarding the cultural and social forces that shape higher rates of alcohol and tobacco use among LBQ women, and to better underst ....Alcohol and tobacco use among lesbian, bisexual and queer identifying women. This project aims to examine practices of alcohol and tobacco use among lesbian, bisexual and queer-identifying (LBQ) women, which are considerably higher compared to heterosexual women. By using an innovative, longitudinal qualitative approach, this project expects to generate new knowledge regarding the cultural and social forces that shape higher rates of alcohol and tobacco use among LBQ women, and to better understand their impacts. It is anticipated that the project will enhance the capacity of health promotion and policy organisations to meet the alcohol management and smoking cessation needs of this population. Findings from this project should help to alleviate health and social inequalities experienced by LBQ women.
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Next-Generation Intelligent Robotic Mobility Aid for Vision Impaired People. More than 253 million people worldwide are blind or have low vision, with over 575,000 in Australia. This research aims to develop the world's first functional robotic guide with advanced robotic sensing, navigation, control, machine learning-based decision making and user interfaces. The project will generate novel theoretical breakthroughs, produce feasible prototypes, train young researchers, innovate industry capabi ....Next-Generation Intelligent Robotic Mobility Aid for Vision Impaired People. More than 253 million people worldwide are blind or have low vision, with over 575,000 in Australia. This research aims to develop the world's first functional robotic guide with advanced robotic sensing, navigation, control, machine learning-based decision making and user interfaces. The project will generate novel theoretical breakthroughs, produce feasible prototypes, train young researchers, innovate industry capabilities and provide new research that will transform the lives of visually impaired people. The project is expected to further benefit the service and mobility aid industry, researchers and wider community in substantial social, economic and diverse terms. The mobility aid has potential for commercialisationRead moreRead less
Understanding pathways to adaptive settlement for displaced refugees. This project aims to conduct a longitudinal investigation of the adaptation of refugees, following them over four years as they are further displaced or resettled. The project will identify longitudinal adaptation pathways during different phases of displacement, and investigate the psychological processes underpinning those pathways. Findings from this project regarding different pathways of adaptation for displaced refugees ....Understanding pathways to adaptive settlement for displaced refugees. This project aims to conduct a longitudinal investigation of the adaptation of refugees, following them over four years as they are further displaced or resettled. The project will identify longitudinal adaptation pathways during different phases of displacement, and investigate the psychological processes underpinning those pathways. Findings from this project regarding different pathways of adaptation for displaced refugees and underlying mechanisms are expected to significantly advance understanding of the psychosocial impact of displacement and inform service provision in supporting the tens of millions of refugees exposed to sustained displacement worldwide.Read moreRead less
Towards sustainable co-management of groundwater in the Beetaloo region, NT. This project aims to improve understanding of connections between groundwater, climate, surface water and Indigenous cultural values, in a region of major resource development in the Northern Territory. It will use a novel, inter-disciplinary approach, involving remote sensing of climate-water-landscape interactions, documenting Indigenous water knowledge, environmental isotope monitoring, and water policy analysis. The ....Towards sustainable co-management of groundwater in the Beetaloo region, NT. This project aims to improve understanding of connections between groundwater, climate, surface water and Indigenous cultural values, in a region of major resource development in the Northern Territory. It will use a novel, inter-disciplinary approach, involving remote sensing of climate-water-landscape interactions, documenting Indigenous water knowledge, environmental isotope monitoring, and water policy analysis. The project expects to generate enhanced understanding of hydrological processes, and associated Indigenous cultural values. This is anticipated to improve capacity to analyse risks to groundwater-dependent values, and foster greater Indigenous participation in water planning and monitoring, benefiting multiple stakeholders.Read moreRead less
LGBTI experiences of cancer survivorship and care. This project aims to understand the experiences and concerns of cancer survivors and carers within lesbian, gay, bisexual, transgender and intersex communities. This vulnerable population reports higher rates of cancer related distress and dissatisfaction with care than the general population. This project will examine the perspectives of cancer survivors, their carers, and professional stakeholders, to inform targeted patient and carer resource ....LGBTI experiences of cancer survivorship and care. This project aims to understand the experiences and concerns of cancer survivors and carers within lesbian, gay, bisexual, transgender and intersex communities. This vulnerable population reports higher rates of cancer related distress and dissatisfaction with care than the general population. This project will examine the perspectives of cancer survivors, their carers, and professional stakeholders, to inform targeted patient and carer resources, and recommendations for cancer care and policy.Read moreRead less