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
On-site and comprehensive technology for chemical weapons, toxins and drugs. This project aims to evaluate and validate broad capabilities of advanced chemical profiling using benchtop and portable gas chromatography–mass spectrometry for forensic applications. Establishing guidelines for sampling various matrices, key performance measures, and improving chemical and residue identification for drug profiling in clandestine laboratories and public venues, chemical warfare agents, and chemical tox ....On-site and comprehensive technology for chemical weapons, toxins and drugs. This project aims to evaluate and validate broad capabilities of advanced chemical profiling using benchtop and portable gas chromatography–mass spectrometry for forensic applications. Establishing guidelines for sampling various matrices, key performance measures, and improving chemical and residue identification for drug profiling in clandestine laboratories and public venues, chemical warfare agents, and chemical toxins is expected. Anticipated outcomes for project partners in defence and policing include detailed knowledge of sample and residue composition and on-site assessment of chemical risks with immediate feedback. Benefits should include improved community and security services safety by enhanced detection of harmful substances.Read moreRead less
Electro-Optical Primers for Safe Use and Clean Manufacturing. Conventional primers contain a mechanically-sensitive primary explosive that is used to detonate the more stable propellant in a bullet. This project aims to address the health and environmental impacts of heavy metals in current primers by replacing them with benign, electrically or optically activated silicon-based materials. Modern semiconductor fabrication techniques will be used to develop safe and clean primers through cost-effe ....Electro-Optical Primers for Safe Use and Clean Manufacturing. Conventional primers contain a mechanically-sensitive primary explosive that is used to detonate the more stable propellant in a bullet. This project aims to address the health and environmental impacts of heavy metals in current primers by replacing them with benign, electrically or optically activated silicon-based materials. Modern semiconductor fabrication techniques will be used to develop safe and clean primers through cost-effective doping and deposition protocols. The expected outcomes of the project include a sovereign primer manufacturing capability for Australia. This will provide a significant strategic advantage and health benefits for law enforcement and defence personnel during live fire training and firing range exercises.Read moreRead less
Understanding the drivers and motivators of extremist violence. Despite intense interest in the issue, our understanding of and ability to respond to extremist violence is limited. This innovative program of research is designed to establish an empirical foundation for understanding and responding to extremist violence in Australia. It aims to examine risk and protective factors for such violence, the needs of those susceptible to committing such acts, and the effectiveness of intervention. Find ....Understanding the drivers and motivators of extremist violence. Despite intense interest in the issue, our understanding of and ability to respond to extremist violence is limited. This innovative program of research is designed to establish an empirical foundation for understanding and responding to extremist violence in Australia. It aims to examine risk and protective factors for such violence, the needs of those susceptible to committing such acts, and the effectiveness of intervention. Findings are expected to inform health, national security, social welfare, and justice agencies in their pursuit to identify those at risk of offending, address their clinical needs and manage the risk of harm they pose to society and to themselves.Read moreRead less
Privacy-aware Smart Access Control for Internet-of-Things on Blockchain. This project aims to address privacy and trust issues in Internet-of-Things (IoT) access control mechanism of smart critical infrastructure. This project expects to generate new knowledge in the area of IoT access control by leveraging privacy-preserving techniques, blockchain, and machine learning. Expected outcomes of this project include enhanced capability to build improved techniques for privacy aware tamperproof IoT a ....Privacy-aware Smart Access Control for Internet-of-Things on Blockchain. This project aims to address privacy and trust issues in Internet-of-Things (IoT) access control mechanism of smart critical infrastructure. This project expects to generate new knowledge in the area of IoT access control by leveraging privacy-preserving techniques, blockchain, and machine learning. Expected outcomes of this project include enhanced capability to build improved techniques for privacy aware tamperproof IoT access control with machine learning based anomaly detection. This should provide significant benefits, such as preventing cyber threats on security and privacy of IoT and improving trust in IoT-enabled smart critical infrastructure of Australia.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100680
Funder
Australian Research Council
Funding Amount
$403,482.00
Summary
Making Anomaly Detection Interpretable & Actionable in Hostile Environments. Anomaly detection plays a vital role in cyber security to identify threat patterns hidden within large volumes of data. However, current approaches experience high false alarm rates in noisy, heterogeneous and adversarial environments. This project aims to identify and interpret anomalies that can disrupt system performance by introducing the concept of actionable anomalies. It will significantly advance the effectivene ....Making Anomaly Detection Interpretable & Actionable in Hostile Environments. Anomaly detection plays a vital role in cyber security to identify threat patterns hidden within large volumes of data. However, current approaches experience high false alarm rates in noisy, heterogeneous and adversarial environments. This project aims to identify and interpret anomalies that can disrupt system performance by introducing the concept of actionable anomalies. It will significantly advance the effectiveness of anomaly detection by developing algorithms that distil local and global structures of data to characterise actionable anomalies and explain their outlying aspects. Project outcomes will enhance the security, trustworthiness and fault-tolerance of critical systems, contributing to international efforts in cyber security.Read moreRead less
Balancing National Security and Economic Interests in Foreign Investment. The project aims to investigate growing divergence between countries’ inward foreign investment policies and their increasing links to national security. Novel interdisciplinary collaboration integrating political science, economics and law promises insights into these policy shifts, which appear driven by digitalisation of the economy and the rise of emerging markets (eg China) and State-linked investment. Expected outcom ....Balancing National Security and Economic Interests in Foreign Investment. The project aims to investigate growing divergence between countries’ inward foreign investment policies and their increasing links to national security. Novel interdisciplinary collaboration integrating political science, economics and law promises insights into these policy shifts, which appear driven by digitalisation of the economy and the rise of emerging markets (eg China) and State-linked investment. Expected outcomes include clarification of the causes and implications of these shifts and innovative understanding of the connection between national security and economic interests in investment. This new knowledge should enhance balance in investment policy and decision-making, with economic and foreign policy benefits for Australia.Read moreRead less
In for the count: Maximising trust and reliability in Australian elections. This project aims to develop innovative approaches to identifying, measuring, and evaluating errors and purposeful intervention in the uniquely complex elections at the basis of Australian democracy. Such methods can underpin a world-class election auditing system, which contends with the risks that are emerging at the intersection of election digitisation, cybersecurity and foreign interference. The project’s expected o ....In for the count: Maximising trust and reliability in Australian elections. This project aims to develop innovative approaches to identifying, measuring, and evaluating errors and purposeful intervention in the uniquely complex elections at the basis of Australian democracy. Such methods can underpin a world-class election auditing system, which contends with the risks that are emerging at the intersection of election digitisation, cybersecurity and foreign interference. The project’s expected outcomes are new auditing methods, tested on real Australian election data, with their benefits quantified against global best practice. The research outputs should help reinforce the community’s trust in Australian elections, which are a foundation for our security, social cohesion, and political resilience.Read moreRead less
The politics of medievalism: persuasive narratives. This project aims to understand how narratives about the medieval past help form identities and spread ideologies in the present, across the political spectrum, time and national borders. It aims to generate new knowledge about medievalism and its persuasive power. It will shed new light on extremist exploitation of popular culture using an innovative interdisciplinary approach, digital analysis, and engaged partnerships. It will enhance capaci ....The politics of medievalism: persuasive narratives. This project aims to understand how narratives about the medieval past help form identities and spread ideologies in the present, across the political spectrum, time and national borders. It aims to generate new knowledge about medievalism and its persuasive power. It will shed new light on extremist exploitation of popular culture using an innovative interdisciplinary approach, digital analysis, and engaged partnerships. It will enhance capacity to identify extremist messaging and create new grassroots programs promoting political tolerance and resilience to extremist propaganda and far-Right ideology, generating social and cultural benefit by strengthening Australian security, social cohesion and national values. Read moreRead less
Optimising disease surveillance to support decision-making. COVID-19 has demonstrated the critical role of epidemic data and analytics in guiding government response to pandemic threats, reducing disease and saving lives. The demand for epidemic analytics for response to threats of national significance will only grow. The goals of this project are to 1) determine the combination(s) of surveillance methods that provide the most useful data for epidemic analysis and 2) translate these findings in ....Optimising disease surveillance to support decision-making. COVID-19 has demonstrated the critical role of epidemic data and analytics in guiding government response to pandemic threats, reducing disease and saving lives. The demand for epidemic analytics for response to threats of national significance will only grow. The goals of this project are to 1) determine the combination(s) of surveillance methods that provide the most useful data for epidemic analysis and 2) translate these findings into the blueprint for a next-generation infectious disease surveillance system for Australia. We will use a simulation-evaluation approach, coupling methods from infectious disease modelling with those from information theory optimal design. Outcomes will enable more tailored and effective pandemic response.Read moreRead less