An active approach to detect and defend against peer-to-peer botnets. The aim of this project is to develop an effective defence system to help organisations detect and defend against the peer-to-peer (P2P) botnets. If this research is accomplished successfully, it will be a big step forward in defeating this new but devastating malicious software widely utilised by Internet criminals and terrorists. The capability of a nation to defend against the P2P botnet attacks on its information infrastru ....An active approach to detect and defend against peer-to-peer botnets. The aim of this project is to develop an effective defence system to help organisations detect and defend against the peer-to-peer (P2P) botnets. If this research is accomplished successfully, it will be a big step forward in defeating this new but devastating malicious software widely utilised by Internet criminals and terrorists. The capability of a nation to defend against the P2P botnet attacks on its information infrastructure is central to the control of such attacks and hence to a nation's long-term survival and prosperity. The outcomes of this project can be directly used in Australian research communities and adopted by industry and government agencies.Read moreRead less
Defending AI based FinTech Systems against Model Extraction Attacks. This project aims to develop new methods for defending artificial intelligence (AI) based FinTech systems from highly potent and insidious model extraction attacks whereby an adversary can steal the AI model from the system to cause intellectual property (IP) violation, business advantage disruption, and financial loss. This can be achieved by examining various attack models, creating active and utility-preserving defences, and ....Defending AI based FinTech Systems against Model Extraction Attacks. This project aims to develop new methods for defending artificial intelligence (AI) based FinTech systems from highly potent and insidious model extraction attacks whereby an adversary can steal the AI model from the system to cause intellectual property (IP) violation, business advantage disruption, and financial loss. This can be achieved by examining various attack models, creating active and utility-preserving defences, and inventing non-removable watermarks on AI models. The outcomes are new tools for securing AI-based FinTech systems before deployment and tools for IP violation forensics post-deployment. Such capabilities are beneficial by improving the security and safety of FinTech systems and other nationally critical AI systems.Read moreRead less
Tuning parallel applications on software-defined supercomputers. Supercomputers are used by many Australian industries and laboratories to make better products and perform critical predictions, and it is essential that codes operate efficiently. This project aims to assist programmers in identifying performance bottlenecks in their code quickly and easily. The project expects to supersede the current methods, which are often complex and time-consuming, by developing innovative software tools and ....Tuning parallel applications on software-defined supercomputers. Supercomputers are used by many Australian industries and laboratories to make better products and perform critical predictions, and it is essential that codes operate efficiently. This project aims to assist programmers in identifying performance bottlenecks in their code quickly and easily. The project expects to supersede the current methods, which are often complex and time-consuming, by developing innovative software tools and techniques. The expected outcomes include novel software, verified by industry partners in real world case studies, ranging from life sciences to hypersonic transport. This should provide significant benefits, including the capacity for Australian industries to access world-class supercomputing technology.Read moreRead less
Intergenerational park design for active and engaged communities. This project will assess the opportunities and barriers for physical activity for intergenerational park users within South East Queensland. In 2015, approximately 80% of the world’s adolescents and 25% of adults were insufficiently active. Physical inactivity costs the Australian economy $13.8 billion annually, and contributes to the fourth leading cause of death worldwide. Local and neighbourhood parks can offer opportunities fo ....Intergenerational park design for active and engaged communities. This project will assess the opportunities and barriers for physical activity for intergenerational park users within South East Queensland. In 2015, approximately 80% of the world’s adolescents and 25% of adults were insufficiently active. Physical inactivity costs the Australian economy $13.8 billion annually, and contributes to the fourth leading cause of death worldwide. Local and neighbourhood parks can offer opportunities for all ages to be physically active and engage across generations, yet are often under-designed and under-utilised for physical activity. Evidence-based design guidelines for active intergenerational parks for use across Australia will lead to higher quality parks that more effectively encourage physical activity and improve health and wellbeing.Read moreRead less
Equity and diversity in the Australian architecture profession: women, work, and leadership. This project will develop strategies to maximize women's participation in architecture, improving human resource practices within architectural firms and developing a diversity policy for the national professional association. Together these outcomes will increase women's representation within architecture, and help all architects achieve a greater work life balance with its concomitant effects of improv ....Equity and diversity in the Australian architecture profession: women, work, and leadership. This project will develop strategies to maximize women's participation in architecture, improving human resource practices within architectural firms and developing a diversity policy for the national professional association. Together these outcomes will increase women's representation within architecture, and help all architects achieve a greater work life balance with its concomitant effects of improving individual health, wellbeing and national productivity. Increasing the visibility and recognition of female architects will directly support innovative practice in architecture, which will advantage all attempts to create socially and ecologically sustainable built environments in Australia.Read moreRead less
Assimilation of architectural and services design in early design modelling. How can buildings in a climate as varied as Australia's balance the best environmental comfort standards for their human occupants, cost and at the same time meet the urgent imperative of reduced energy consumption and associated carbon emissions? This practice-based research will develop tools to support more informed decision making in the earliest stage of an integral approach to services in the design of buildings. ....Assimilation of architectural and services design in early design modelling. How can buildings in a climate as varied as Australia's balance the best environmental comfort standards for their human occupants, cost and at the same time meet the urgent imperative of reduced energy consumption and associated carbon emissions? This practice-based research will develop tools to support more informed decision making in the earliest stage of an integral approach to services in the design of buildings. It will provide knowledge about designing architecture that is more environmentally responsive, can provide comfortable air in more optimised ways, that consume less energy and do this through promoting smarter use of information in practice.Read moreRead less
Exploring synergies with innovative Green Technologies for Advanced Renovation: Redefining a Bioclimatic approach for multi residential and office buildings in warmer climates. Building energy consumption accounts for nearly 27% of all energy related greenhouse gas emissions. By 2010, emissions' from buildings is estimated to increase by 48% above 1990 levels. This projected trend is alarming given that Australia's obligation under the Kyoto Protocol is only 8% above 1990 levels. Renovation of e ....Exploring synergies with innovative Green Technologies for Advanced Renovation: Redefining a Bioclimatic approach for multi residential and office buildings in warmer climates. Building energy consumption accounts for nearly 27% of all energy related greenhouse gas emissions. By 2010, emissions' from buildings is estimated to increase by 48% above 1990 levels. This projected trend is alarming given that Australia's obligation under the Kyoto Protocol is only 8% above 1990 levels. Renovation of existing buildings is necessary to achieve this target. Research will address this problem by providing principles, strategies and solutions demostrating improvement of environmental performance and cost benefits. The application of new principles will assist with transforming the building industry to meet Kyoto targets.Read moreRead less
Towards a Quality of Life Model for Sustainable Housing in South East Queensland. Current reports, on Quality of Life in South East Queensland and the Queensland Governments State of the Environment demonstrate a paradox, - high quality of life but also increasing environmental impact. How to address this paradox is a major research question addressed in this project. Through examining examples of best practice sustainable housing it is possible to address this question. The key factors of quali ....Towards a Quality of Life Model for Sustainable Housing in South East Queensland. Current reports, on Quality of Life in South East Queensland and the Queensland Governments State of the Environment demonstrate a paradox, - high quality of life but also increasing environmental impact. How to address this paradox is a major research question addressed in this project. Through examining examples of best practice sustainable housing it is possible to address this question. The key factors of quality of life will be identified for housing, which will assist policy makers plan for a sustainable future. Read moreRead less
Software debuggers for next generation heterogeneous supercomputers. Supercomputing underpins a wide range of areas of importance to the Australian economy; mining, agriculture, engineering and medical research to name a few. It is of critical importance that software solutions in these areas behave correctly. This project will develop software tools and techniques to help locate errors in such applications.
Software Quality Improvement Through Static Analysis and Annotation. Software forms the basis of critical infrastructure that supports industries such as electronic commerce. Flaws in the software can lead to failure of the overall system, or allow the security mechanisms of the software to be by-passed. This project is developing methods to improve the quality of software by finding common flaws that lead to security vulnerabilities or runtime failures. Within Australia, it is estimated that th ....Software Quality Improvement Through Static Analysis and Annotation. Software forms the basis of critical infrastructure that supports industries such as electronic commerce. Flaws in the software can lead to failure of the overall system, or allow the security mechanisms of the software to be by-passed. This project is developing methods to improve the quality of software by finding common flaws that lead to security vulnerabilities or runtime failures. Within Australia, it is estimated that there are approximately 75,000 software developers who make substantial use of C/C++ and who could benefit from the availability of better automatic static analysis tools to improve both the quality of the code they produce and their productivity.Read moreRead less