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
Whistling While They Work: Enhancing the Theory and Practice of Internal Witness Management in Public Sector Organisations. The protection of whistleblowers and other internal witnesses to corruption, misconduct and maladministration is a great unsolved problem in public sector governance. Involving 11 integrity institutions, this first national study of internal witness management will describe and compare organisational experience under varying public interest disclosure regimes across the Au ....Whistling While They Work: Enhancing the Theory and Practice of Internal Witness Management in Public Sector Organisations. The protection of whistleblowers and other internal witnesses to corruption, misconduct and maladministration is a great unsolved problem in public sector governance. Involving 11 integrity institutions, this first national study of internal witness management will describe and compare organisational experience under varying public interest disclosure regimes across the Australian public sector. By identifying and promoting current best practice in workplace responses to public interest whistleblowing, the project will use the experience and perceptions of internal witnesses and first- and second-level managers to identify more routine strategies for preventing, reducing and addressing reprisals and other whistleblowing-related conflicts.Read moreRead less
Exploring Wellbeing Outcomes in the Aquatic and Recreation Industry. This project aims to investigate the impact on individual wellbeing through use of public aquatic and recreation centres in Australia. Through the use of mixed methods across multiple locations, the project expects to generate new knowledge on the effect on users of different management and service models for the provision of aquatic and recreational infrastructure. Expected outcomes include a quantifiable measure of social and ....Exploring Wellbeing Outcomes in the Aquatic and Recreation Industry. This project aims to investigate the impact on individual wellbeing through use of public aquatic and recreation centres in Australia. Through the use of mixed methods across multiple locations, the project expects to generate new knowledge on the effect on users of different management and service models for the provision of aquatic and recreational infrastructure. Expected outcomes include a quantifiable measure of social and emotional wellbeing that can be utilised by centre management and government. This will help assessment of best practice for maximising community wellbeing, and can guide investment decisions by state and local government.Read moreRead less
The Contractualisation of Government: Public Accountability and Performance. Contracting has changed the delivery of government services and infrastructure in Australia. This project examines how such 'contractualisation' has affected accountability at the federal level and how current practices may be improved. Four key research questions are addressed. First, what changes, if any, in public accountability were expected from contractualisation? Second, through an analysis of case studies, ho ....The Contractualisation of Government: Public Accountability and Performance. Contracting has changed the delivery of government services and infrastructure in Australia. This project examines how such 'contractualisation' has affected accountability at the federal level and how current practices may be improved. Four key research questions are addressed. First, what changes, if any, in public accountability were expected from contractualisation? Second, through an analysis of case studies, how have public accountability practices altered in reality? Third, how might public accountability be strengthened whilst maintaining the benefits of contractualism? Fourth, what kind of performance information would assist Auditors General to strengthen their role in supporting public accountability and good governance?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
Governance for Gender Inclusion: Levelling the Field in Australian Sport. This project aims to understand why, despite gains in women's sport participation, gender inclusion efforts in Australian sport have not yet led to gender parity in leadership roles or broad accessibility for marginalised groups. It seeks to generate new knowledge about the regulatory mechanisms and social conditions that facilitate change through the development of a new interdisciplinary conceptual framework. Expected ou ....Governance for Gender Inclusion: Levelling the Field in Australian Sport. This project aims to understand why, despite gains in women's sport participation, gender inclusion efforts in Australian sport have not yet led to gender parity in leadership roles or broad accessibility for marginalised groups. It seeks to generate new knowledge about the regulatory mechanisms and social conditions that facilitate change through the development of a new interdisciplinary conceptual framework. Expected outcomes include enhanced analytic guidelines and robust recommendations for governance strategies, which can be applied to study other domains. This should provide significant theoretical and policy benefits by supporting equity in professional settings and health promotion through wider inclusion.Read moreRead less
Social Impact and Connection Outcomes Associated with Community Sport. Outcomes of social connection from community sport are widely touted and supported to exist. However, we know little about how social infrastructure actually delivers these benefits. It is difficult to understand and develop practices that organisations can use to maximise the outcomes of sport participation. This research aims to investigate how social infrastructure delivers social connection outcomes associated with commun ....Social Impact and Connection Outcomes Associated with Community Sport. Outcomes of social connection from community sport are widely touted and supported to exist. However, we know little about how social infrastructure actually delivers these benefits. It is difficult to understand and develop practices that organisations can use to maximise the outcomes of sport participation. This research aims to investigate how social infrastructure delivers social connection outcomes associated with community sport. Expected outcomes include novel practice based tools and guidance for community groups to enhance social connection outcomes and new understanding about the role of social infrastructure in enhancing community connection. Improved social connection is expected to improve resilience and community wellbeing.
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Evaluating the impact of Indigenous preferential procurement programs. This project aims to conduct a multi-disciplinary, multi-method evaluation of the implementation and impacts of Indigenous preferential procurement programs (IPPPs) on Indigenous businesses, Indigenous communities, procurers’ operations and outcomes. Bringing together researchers in partnership with corporate and government procurers, Indigenous data custodians and the Australian Bureau of Statistics we aim to produce a signi ....Evaluating the impact of Indigenous preferential procurement programs. This project aims to conduct a multi-disciplinary, multi-method evaluation of the implementation and impacts of Indigenous preferential procurement programs (IPPPs) on Indigenous businesses, Indigenous communities, procurers’ operations and outcomes. Bringing together researchers in partnership with corporate and government procurers, Indigenous data custodians and the Australian Bureau of Statistics we aim to produce a significant national program evaluation of IPPPs and the impact at the community level. The project aims to highlight ways in which IPPPs can be [re]designed to reduce implementation friction, facilitate access and participation among Indigenous businesses and help guarantee positive effects on Indigenous communities.Read moreRead less
Detecting Supervisory Control and Data Access (SCADA) malicious programs to protect Australian critical infrastructure. The security of SCADA systems has enormous impact to our national security and economy because they control and monitor critical infrastructure, like power, gas and water facilities and nuclear power plants, etc. This project aims to investigate the security issues and provide innovative technological solutions to detect and prevent such problems.
Understanding and Managing the Occupational Health Impacts on Investigators of Internet Child Exploitation. Through developing best practice models for managing vicarious trauma in investigators of Internet child exploitation, the project will result in enhanced job satisfaction and less burnout of workers, and reduced health costs for policing organisations. Thus the project addresses a serious occupational health issue and contributes to the goal of promoting and maintaining good health. Furth ....Understanding and Managing the Occupational Health Impacts on Investigators of Internet Child Exploitation. Through developing best practice models for managing vicarious trauma in investigators of Internet child exploitation, the project will result in enhanced job satisfaction and less burnout of workers, and reduced health costs for policing organisations. Thus the project addresses a serious occupational health issue and contributes to the goal of promoting and maintaining good health. Further, by better managing the occupational health of investigators, the project will enhance the capacity of police organisations to deliver on their mission of investigating and preventing Internet child exploitation. This in turn contributes to the reduced consumption of Internet child exploitation and the associated traumatisation of abused victims. Read moreRead less