Synthesis of enriched silicon for long-lived donor quantum states. We have discovered a method to make silicon highly enriched in the desirable spin-zero isotope using readily available ion implantation tools. This “semiconductor vacuum” is essential for building future quantum computer devices using the quantum spin of millions of implanted atoms with revolutionary capabilities. We have demonstrated long-lived implanted donor atom quantum states in prototype material, made possible by the deple ....Synthesis of enriched silicon for long-lived donor quantum states. We have discovered a method to make silicon highly enriched in the desirable spin-zero isotope using readily available ion implantation tools. This “semiconductor vacuum” is essential for building future quantum computer devices using the quantum spin of millions of implanted atoms with revolutionary capabilities. We have demonstrated long-lived implanted donor atom quantum states in prototype material, made possible by the depletion of background spins in natural silicon and now aim to push the enrichment to greater extremes. We will integrate the extreme material into functional devices that use electrically detected electron spin resonance to probe exceptionally durable quantum states and open a near-term pathway to large-scale devices.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
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
Far Right in Australia: Intellectuals, Masculinity and Citizenship. This project will investigate male-dominated far right groups in Australia by looking at their intellectual underpinnings. The sociological focus is on how core ideas inflect tropes of masculinity and the phenomena of weak citizenship. This moves beyond a simple stereotype of angry, disenfranchised young men; to grasp the radical right-wing thinking that motivates them, and informs their hate rhetoric and actions. Using multi-me ....Far Right in Australia: Intellectuals, Masculinity and Citizenship. This project will investigate male-dominated far right groups in Australia by looking at their intellectual underpinnings. The sociological focus is on how core ideas inflect tropes of masculinity and the phenomena of weak citizenship. This moves beyond a simple stereotype of angry, disenfranchised young men; to grasp the radical right-wing thinking that motivates them, and informs their hate rhetoric and actions. Using multi-methods, we will explore attitudes, and use of transnational far right ideas to 'imagine' Australia. The project will generate new knowledge of how bonds of citizenship have weakened amongst men who define themselves at the margins; yielding insights into how masculinity is actively utilised as a recruitment mechanism.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
The ideologies and practices of anti-racism in Australia. This project aims to advance understanding of what anti-racism work looks like in Australia and how it has developed. Drawing upon approaches within politics and cultural studies, this project expects to map the history of thinking about anti-racism in Australia, evaluate the impact of anti-racist work within Australian society, and theorise the effect of anti-racist efforts on liberal democratic institutions and ideology. The project's b ....The ideologies and practices of anti-racism in Australia. This project aims to advance understanding of what anti-racism work looks like in Australia and how it has developed. Drawing upon approaches within politics and cultural studies, this project expects to map the history of thinking about anti-racism in Australia, evaluate the impact of anti-racist work within Australian society, and theorise the effect of anti-racist efforts on liberal democratic institutions and ideology. The project's benefits include the identification of best practices in anti-racist policies and approaches. This would make a significant contribution to Australia’s social cohesion and the combatting of racial discrimination, both of which relate to official Australian government policy objectives.Read moreRead less
The role of community sponsorship for refugee resettlement in Australia . This Project aims to conduct the first large-scale comparative study of community or private sponsorship of refugee resettlement in Australia and other jurisdictions. It will generate ground-breaking insights into Australia’s role historically in community sponsorship of refugee resettlement and identify the legal and policy background of current successful community sponsorship programs. Expected outcomes include clarity ....The role of community sponsorship for refugee resettlement in Australia . This Project aims to conduct the first large-scale comparative study of community or private sponsorship of refugee resettlement in Australia and other jurisdictions. It will generate ground-breaking insights into Australia’s role historically in community sponsorship of refugee resettlement and identify the legal and policy background of current successful community sponsorship programs. Expected outcomes include clarity and policy guidance about how community or private sponsorship is understood, conceived and implemented globally; and better knowledge about the motives of community sponsors. This Project will position Australia as a world leader in practice and research on community or private sponsorship for refugee resettlement. Read moreRead less
A safety-preserving ecosystem for autonomous driving. In this project, Macquarie University will collaborate with UTS and SilverQuest to develop an innovative safety-preserving ecosystem for autonomous driving. This system will not only be adopted by SilverQuest’s customers (automotive companies) to secure their latest autonomous driving models, but also be commercialised as a toolset that can be plugged into existing autonomous vehicles to detect and prevent malicious attacks on autonomous driv ....A safety-preserving ecosystem for autonomous driving. In this project, Macquarie University will collaborate with UTS and SilverQuest to develop an innovative safety-preserving ecosystem for autonomous driving. This system will not only be adopted by SilverQuest’s customers (automotive companies) to secure their latest autonomous driving models, but also be commercialised as a toolset that can be plugged into existing autonomous vehicles to detect and prevent malicious attacks on autonomous driving models. The project will lead to two innovations: in theory design an attack detection and prevention ecosystem for autonomous driving and in application implement a safety analysis toolset for industry-scale autonomous systems.Read moreRead less