The new digital governance of welfare to work. This project aims to analyse the implementation of a 'digital first' employment services system, its effects on frontline services and governance, and its potential for policy learning. It expects to generate new knowledge on how digitalisation changes interactions between jobseekers, providers, employers and the government, by working with our industry partners in a collaborative innovation lab. Expected outcomes of this project include a theoretic ....The new digital governance of welfare to work. This project aims to analyse the implementation of a 'digital first' employment services system, its effects on frontline services and governance, and its potential for policy learning. It expects to generate new knowledge on how digitalisation changes interactions between jobseekers, providers, employers and the government, by working with our industry partners in a collaborative innovation lab. Expected outcomes of this project include a theoretically informed, and practically tested, model of how digitalisation can promote service design and policy innovation that benefits jobseekers and employers. This should provide significant benefits for welfare system design, service outcomes, and policy learning nationally and internationally. Read moreRead less
Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while pres ....Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while preserving the data privacy. These tools should provide significant benefits to the privacy of cloud users, as well as financial and reputation benefits to the IT industry, by significantly reducing the likelihood of massive user data privacy breaches in the event of a cyber-hacking attack on the cloud server.Read moreRead less
Strengthening Health Workforce Migration to Australia and Canada. The project aims to define skilled migration trends in relation to the key fields (medicine, nursing and dentistry). Australia is one of very few countries with an explicit policy to import migrant health professionals. The project plans to assess if the goal of domestic self-sufficiency is likely to be met by 2025 and examine the risk of a ‘two tier’ health workforce developing (with conditionally registered migrants servicing pa ....Strengthening Health Workforce Migration to Australia and Canada. The project aims to define skilled migration trends in relation to the key fields (medicine, nursing and dentistry). Australia is one of very few countries with an explicit policy to import migrant health professionals. The project plans to assess if the goal of domestic self-sufficiency is likely to be met by 2025 and examine the risk of a ‘two tier’ health workforce developing (with conditionally registered migrants servicing patients in undersupplied sectors and sites). It then aims to propose changes to make the migration and health policy systems more effective and ethical in future compared to Canada (Australia’s key global competitor for skilled migrants), through evidence-based policy reform.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
Enhancing privacy preserving in dynamic cyberspace. This project aims to develop a novel infrastructure operational monitoring and management strategy to reduce the redundant maintenance actions and achieve a cost-effective approach for civil infrastructure asset management. The project will use multiple social networks as a platform for the project, with the potential for the results to be extended to any dynamic cyberspace. Project outcomes will include a set of new analysis theories and tools ....Enhancing privacy preserving in dynamic cyberspace. This project aims to develop a novel infrastructure operational monitoring and management strategy to reduce the redundant maintenance actions and achieve a cost-effective approach for civil infrastructure asset management. The project will use multiple social networks as a platform for the project, with the potential for the results to be extended to any dynamic cyberspace. Project outcomes will include a set of new analysis theories and tools to facilitate government, companies, individuals, and organisations to enhance their information gathering and privacy-preserving capabilities. This is expected to enhance the credibility of the government and organisations and save the possible financial loss of companies and individuals.Read moreRead less
Privacy preservation for personalised smart devices. The goal of this project is to build a privacy preservation framework for personalised smart devices with both immediate and long-term applications in a range of industries. The novel theoretical contributions include a privacy-preservation mechanism that guards against attacks by intelligent tools, a model and metrics that distinguish between object detection and object recognition, and allowing users to specify their desired level of privacy ....Privacy preservation for personalised smart devices. The goal of this project is to build a privacy preservation framework for personalised smart devices with both immediate and long-term applications in a range of industries. The novel theoretical contributions include a privacy-preservation mechanism that guards against attacks by intelligent tools, a model and metrics that distinguish between object detection and object recognition, and allowing users to specify their desired level of privacy guarantee. Practically, these solutions have clear economic and public-safety benefits. The solutions will accelerate AI device development, advance smart technologies based on individual behaviours, and guarantee personal data privacy against both human attackers and adversarial algorithms. Read moreRead less
Confronting everyday harms: preventing abuse of people with disability. The findings of the Disability Royal Commission necessitate new approaches to prevent violence, abuse, neglect and exploitation. Framed by recognition theory, this project proposes empirical research with young people with cognitive disability, using a new concept of ‘everyday harms’ in their paid relationships. The results will inform early responses to poor quality interactions in disability support. The strategic alliance ....Confronting everyday harms: preventing abuse of people with disability. The findings of the Disability Royal Commission necessitate new approaches to prevent violence, abuse, neglect and exploitation. Framed by recognition theory, this project proposes empirical research with young people with cognitive disability, using a new concept of ‘everyday harms’ in their paid relationships. The results will inform early responses to poor quality interactions in disability support. The strategic alliances with the government, industry and community partners will develop a practice framework to prevent everyday harms and the escalation to abuse, and to promote safety and wellbeing. The research has policy benefits for capacity-building in the sector to act on the rights and voices of people with disability. Read moreRead less
School autonomy reform and Australian public education. This project aims to provide an evidence base for policymakers and practitioners that articulates how Australian public schools at an individual and system level engage with school autonomy reform. The project expects to generate an evidence base and new knowledge in the form of dilemma cases, position papers and a practice framework to support social justice through school autonomy reform. This evidence base will produce national economic ....School autonomy reform and Australian public education. This project aims to provide an evidence base for policymakers and practitioners that articulates how Australian public schools at an individual and system level engage with school autonomy reform. The project expects to generate an evidence base and new knowledge in the form of dilemma cases, position papers and a practice framework to support social justice through school autonomy reform. This evidence base will produce national economic and social benefits for Australian communities by identifying the requisite knowledge and practices that will enable key stakeholders to mobilise school autonomy in ways that produce just outcomes for all students.Read moreRead less
Artificial intelligence in education: Democratising policy. The rapid introduction of artificial intelligence into education is occurring with inadequate policy support. Additionally, there is a lack of stakeholder input into decisions about the use of AI in education. Utilising social science and data science approaches, this project aims to democratise policy about AI in education by building tools to monitor policies, and developing collaborative policy making methods. The expected outcomes i ....Artificial intelligence in education: Democratising policy. The rapid introduction of artificial intelligence into education is occurring with inadequate policy support. Additionally, there is a lack of stakeholder input into decisions about the use of AI in education. Utilising social science and data science approaches, this project aims to democratise policy about AI in education by building tools to monitor policies, and developing collaborative policy making methods. The expected outcomes include publicly available policy resources to anticipate, and respond to, the role of AI in education, and participatory frameworks for policy making. The benefits include informed stakeholder engagement, and concrete policy recommendations that are globally relevant and adaptable to the Australian context.Read moreRead less