Welfare reform and welfare stigma : scroungers, slackers and bludgers? This project aims to build an evidence base of the prevalence, causes and consequences of welfare stigma in Australia. Welfare policies and proposed reforms aim to reduce welfare expenditure, increase workforce participation, and promote personal and family wellbeing. However, stigmatising attitudes and discrimination towards those receiving welfare benefits may undermine these policy goals: reducing employment opportunities ....Welfare reform and welfare stigma : scroungers, slackers and bludgers? This project aims to build an evidence base of the prevalence, causes and consequences of welfare stigma in Australia. Welfare policies and proposed reforms aim to reduce welfare expenditure, increase workforce participation, and promote personal and family wellbeing. However, stigmatising attitudes and discrimination towards those receiving welfare benefits may undermine these policy goals: reducing employment opportunities and causing poorer health and wellbeing. Through innovative experimental studies, the project plans to identify ways in which welfare policy can minimise stigma and promote employment. Project outcomes may provide an evidence base for the design of more effective welfare policy.Read moreRead less
Job quality and the mental health and well-being of working parents and their children. Maximizing workforce participation is a national priority, essential to support an ageing population. Also critical is the full development of children's capabilities; part of a healthy start to life. Jobs, parents, children and family life lie at the centre of these priorities. Although employment supports families financially, this may come at a cost if aspects of the job affect parent well-being, or strain ....Job quality and the mental health and well-being of working parents and their children. Maximizing workforce participation is a national priority, essential to support an ageing population. Also critical is the full development of children's capabilities; part of a healthy start to life. Jobs, parents, children and family life lie at the centre of these priorities. Although employment supports families financially, this may come at a cost if aspects of the job affect parent well-being, or strains family relationships, which are critical to children's development and well-being. As well as informing industrial relations changes, this project will benefit the twin economic and social policy goals of workforce participation while at the same time supporting the health and well-being of parents and their children.Read moreRead less
Violence, Religion and Well-being in Contemporary Burma (Myanmar): A Medical Anthropological Study of Everyday Life Under Dictatorship. For 40 years, Burma has been controlled by a military dictatorship with human rights abuses occurring daily. Terror and political violence are used as tools of repression. An in-depth ethnographic study will be conducted into the relationship between emotional/psychological distress and the violence and fear that pervades everyday Burmese life. The project will ....Violence, Religion and Well-being in Contemporary Burma (Myanmar): A Medical Anthropological Study of Everyday Life Under Dictatorship. For 40 years, Burma has been controlled by a military dictatorship with human rights abuses occurring daily. Terror and political violence are used as tools of repression. An in-depth ethnographic study will be conducted into the relationship between emotional/psychological distress and the violence and fear that pervades everyday Burmese life. The project will test the hypothesis that religion plays an important role in mediating responses to fear. No other study has been conducted of everday life under this dictatorship, or of survival strategies created to alleviate fear. Outcomes will include refereed articles, a major monograph on the subject and the development of a new methodology appropriate for aiding victims of terror and torture.Read moreRead less
COVID-19, health and labour market marginalisation . This project aims to investigate the impact of the COVID-19 pandemic on labour market marginalisation in Australia. It seeks to generate new insights about whether the global economic shock had a disproportionately negative effect on the employment circumstances of working-age Australians with mental health and musculoskeletal/pain conditions, which are the leading causes of disability in Australia. The expected outcomes of this project includ ....COVID-19, health and labour market marginalisation . This project aims to investigate the impact of the COVID-19 pandemic on labour market marginalisation in Australia. It seeks to generate new insights about whether the global economic shock had a disproportionately negative effect on the employment circumstances of working-age Australians with mental health and musculoskeletal/pain conditions, which are the leading causes of disability in Australia. The expected outcomes of this project include improved policy responses to direct effective support and assistance to those with the greatest need, and new resources for the research community. This should lead to significant benefits through reduced inequalities and improved social, economic and workforce outcomes for vulnerable Australians.Read moreRead less
MemberGuard: Protecting Machine Learning Privacy from Membership Inference. Machine Learning has become a core part of many real-world applications. However, machine learning models are vulnerable to membership inference attacks. In these attacks, an adversary can infer if a given data record has been part of the model's training data. In this project, the team aims to develop new techniques that can be used to counter these attacks, such as 1) new analytical models for membership leakage, 2) ne ....MemberGuard: Protecting Machine Learning Privacy from Membership Inference. Machine Learning has become a core part of many real-world applications. However, machine learning models are vulnerable to membership inference attacks. In these attacks, an adversary can infer if a given data record has been part of the model's training data. In this project, the team aims to develop new techniques that can be used to counter these attacks, such as 1) new analytical models for membership leakage, 2) new methods for susceptibility diagnosis, 3) new defences that leverage privacy and utility. Data-oriented services are estimated to be valuable assets in the future. These techniques can help Australia gain cutting edge advantage in machine learning security and privacy and protect its intellectual property on these services.Read moreRead less
DeepHoney: Automatic Honey Data Generation for Active Cyber Defence . This project aims to enhance the security of networks and information systems by empowering them with intelligent deception techniques to achieve proactive attack detection and defence. In recent times, the fictitious environment – honeypot designed by human experience becomes popular to attract attackers and capture their interactions. However, rules-based construction of honeypots fails in preserving the privacy, boosting th ....DeepHoney: Automatic Honey Data Generation for Active Cyber Defence . This project aims to enhance the security of networks and information systems by empowering them with intelligent deception techniques to achieve proactive attack detection and defence. In recent times, the fictitious environment – honeypot designed by human experience becomes popular to attract attackers and capture their interactions. However, rules-based construction of honeypots fails in preserving the privacy, boosting the attractiveness and evolving the system. The project expects to advance deep learning and yield novel DeepHoney technologies with associated publications and open-source software. This should benefit science, society, and the economy by building the next generation of active cyber defence systems. Read moreRead less
Conditional welfare: A comparative case study of income management policies. Using an innovative methodology that incorporates a cross-national comparison of policy design and practice, this project aims to explore the effects of income management policies. The research will provide new insights into compulsory income management in Australia, and its more recent introduction in New Zealand. The expected outcomes will provide benefits, such as a richer understanding of human agency, autonomy and ....Conditional welfare: A comparative case study of income management policies. Using an innovative methodology that incorporates a cross-national comparison of policy design and practice, this project aims to explore the effects of income management policies. The research will provide new insights into compulsory income management in Australia, and its more recent introduction in New Zealand. The expected outcomes will provide benefits, such as a richer understanding of human agency, autonomy and social identity in the context of social policy.Read moreRead less
Enhanced Humans, Robotics and the Future of Work. The aim of the project is to generate new and powerful understandings of the social consequences of robotics and artificial intelligence. The project aims to develop an understanding of technologically-mediated mobility processes and test their capacity to address such issues as social futures and the sorts of digital skills that Australians will require for future jobs. It plans to use social theory to explore technological scenarios and hypothe ....Enhanced Humans, Robotics and the Future of Work. The aim of the project is to generate new and powerful understandings of the social consequences of robotics and artificial intelligence. The project aims to develop an understanding of technologically-mediated mobility processes and test their capacity to address such issues as social futures and the sorts of digital skills that Australians will require for future jobs. It plans to use social theory to explore technological scenarios and hypotheses concerning possible societal futures in Australia and beyond. Project outcomes may inform social science and contribute to worldwide efforts to solve global policy problems from work and unemployment to lifestyle change.Read moreRead less
Welfare receipt, demoralisation and mental health: how can welfare reform promote personal wellbeing and social inclusion? Welfare recipients are more likely to experience mental disorders and have poor wellbeing than non-recipients, and this can be a barrier to employment. This project examines the factors that may improve their mental health, promote employment outcomes, and help the Commonwealth Government develop effective welfare reform policies.
Improving neuronal cell function with cell permeable copper complexes. Metal-based drugs offer an exciting new approach to treatment of neurodegeneration. However, little is known about how cells metabolise these drugs and this information is critical for further drug development. This project will determine how metal-based drugs are metabolised by neuronal cells and how this may result in therapeutic benefit.