Discovery Early Career Researcher Award - Grant ID: DE240100168
Funder
Australian Research Council
Funding Amount
$413,847.00
Summary
Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features w ....Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features will then be used to characterise the morphological and functional changes, which provide opportunities to increase understanding of progression of diseases of individual subject. The outcome from this project will provide new insights into system biology with potential future benefits in healthcare.Read moreRead less
A formal foundation for security architecture. Security of computer systems is essential for the maintenance of privacy, confidentiality and integrity of personal, commercial and government data, and the trustworthiness of the computational devices that are embedded in critical societal infrastructure. However, current theoretical understanding of secure systems development is poor. The project will develop our understanding of an emerging approach to the design of secure systems and develop ver ....A formal foundation for security architecture. Security of computer systems is essential for the maintenance of privacy, confidentiality and integrity of personal, commercial and government data, and the trustworthiness of the computational devices that are embedded in critical societal infrastructure. However, current theoretical understanding of secure systems development is poor. The project will develop our understanding of an emerging approach to the design of secure systems and develop verification methods that may be applied to guarantee systems security. Its outcomes will contribute to processes for certifying systems at very high levels of security, a requirement in defence and government settings that will become increasingly significant in the commercial sector.Read moreRead less
Targeting early contact with the criminal justice system in young people. This project aims to identify who and why young people first come in contact with the criminal justice system and what determines the early course of contact. The project will focus on first police contact, as a victim, witness or offender, as a means of identifying young people at-risk of adverse life outcomes. It intends to build on the NSW Child Development Study, a large population-based intergenerational cohort, to de ....Targeting early contact with the criminal justice system in young people. This project aims to identify who and why young people first come in contact with the criminal justice system and what determines the early course of contact. The project will focus on first police contact, as a victim, witness or offender, as a means of identifying young people at-risk of adverse life outcomes. It intends to build on the NSW Child Development Study, a large population-based intergenerational cohort, to develop services and interventions aimed at preventing young people from becoming enmeshed in the criminal justice system.Read moreRead less
Understanding and preventing gun violence: A qualitative study. Gun violence causes significant harm across Australian communities. Excluding sexual assault, firearms feature in nearly one in 10 violent crimes. The annual costs of gun violence run into tens of millions of dollars. This project aims to make an original qualitative contribution to understanding and preventing gun violence in three contexts: drug dealing/trafficking, other organised crime activity, and armed robbery. The proposed r ....Understanding and preventing gun violence: A qualitative study. Gun violence causes significant harm across Australian communities. Excluding sexual assault, firearms feature in nearly one in 10 violent crimes. The annual costs of gun violence run into tens of millions of dollars. This project aims to make an original qualitative contribution to understanding and preventing gun violence in three contexts: drug dealing/trafficking, other organised crime activity, and armed robbery. The proposed research would be the first study nationally - and one of the very few internationally - to interview convicted gun crime users about the acquisition and use of firearms in criminal life. Project results are expected to have direct implications for reducing the impact of gun violence in Australia.Read moreRead less
Illicit drug trafficking: the structure of illicit networks and implications for resilience and vulnerability. The current project will examine the strucure of criminal networks involved in drug trafficking using social science and mathematical techniques. We aim to explore areas of network resilience and vulnerability to assist law enforcement agencies in dismantling such networks.
Implementing Feferman-Landin Logic. The objective of this project is to utilise computer based verification tools (such as PVS and Rewritting Logic) to develop a software engineering environment for specifying and verifying systems written in high-level programming languages such as Java, Scheme, and ML. The project will thus subtantially advance the use of formal computer based tools to develop reliable programs and specifications for life-critical systems. The project will also develop form ....Implementing Feferman-Landin Logic. The objective of this project is to utilise computer based verification tools (such as PVS and Rewritting Logic) to develop a software engineering environment for specifying and verifying systems written in high-level programming languages such as Java, Scheme, and ML. The project will thus subtantially advance the use of formal computer based tools to develop reliable programs and specifications for life-critical systems. The project will also develop formally
based interoperability between the PVS and Maude systems, two widely
used computer tools for reasoning about complex systems.Read moreRead less
Strengthening Australia's national integrity system. Strengthening Australia's national integrity system. This project aims to equip governments and civil society stakeholders with evidence-based options to improve the structure and operations of integrity institutions, by undertaking a second National Integrity System Assessment. Public integrity is vital to social and economic prosperity and the quality of democracy. This project intends to identify new, more effective strategies to prevent co ....Strengthening Australia's national integrity system. Strengthening Australia's national integrity system. This project aims to equip governments and civil society stakeholders with evidence-based options to improve the structure and operations of integrity institutions, by undertaking a second National Integrity System Assessment. Public integrity is vital to social and economic prosperity and the quality of democracy. This project intends to identify new, more effective strategies to prevent corruption and other integrity violations; coordinate the work of integrity institutions; ensure their accountability; and measure the effectiveness of integrity and anti-corruption policy settings. This research is expected to contribute to better evaluation of integrity policies worldwide.Read moreRead less
Optimising illicit dark net marketplace interventions. Optimising illicit dark net marketplace interventions. This project aims to develop and test a series of interventions to disrupt identify theft activities, and design an operational risk framework that will aid law enforcement agencies and organisations to timely and appropriately intervene in cyber space. The buying and selling of identity credentials via dark net forums is a significant and growing problem. This research— based on systems ....Optimising illicit dark net marketplace interventions. Optimising illicit dark net marketplace interventions. This project aims to develop and test a series of interventions to disrupt identify theft activities, and design an operational risk framework that will aid law enforcement agencies and organisations to timely and appropriately intervene in cyber space. The buying and selling of identity credentials via dark net forums is a significant and growing problem. This research— based on systems analyses of dark net forums, and bringing together researchers, practitioners, theories and methods from human factors, sociotechnical systems, criminology, and cyber security—is expected to increase understanding of the dark net and improve ways of disrupting identity theft and trading.Read moreRead less
Adolescents becoming delinquent online. The project aims to provide a longitudinal criminological study of adolescent Internet use in the world. The Internet is a pervasive influence in young people's lives and is increasingly viewed as a significant factor in the incidence of criminal activities including cyber-bullying, computer hacking and radicalisation. Using survey and interview methods over four years, the project will study how adolescents use the Internet daily, and particularly how thi ....Adolescents becoming delinquent online. The project aims to provide a longitudinal criminological study of adolescent Internet use in the world. The Internet is a pervasive influence in young people's lives and is increasingly viewed as a significant factor in the incidence of criminal activities including cyber-bullying, computer hacking and radicalisation. Using survey and interview methods over four years, the project will study how adolescents use the Internet daily, and particularly how this may enable or encourage delinquency on and off-line. This project is expected to benefit national security, law enforcement and crime prevention and enhance public safety and social cohesion.Read moreRead less
Supporting dynamic multidimensional entrepreneurial resilience in Australia. This project aims to model entrepreneurial resilience, its formation and its influence on how creative transformation occurs, and whether ex ante adaptive capacity is in turn enhanced by having mastered crises. The project proposes a theoretical model to holistically measure resilience across the life course. Using longitudinal data for self-employed individuals in Australia the project analyses the impact of crisis and ....Supporting dynamic multidimensional entrepreneurial resilience in Australia. This project aims to model entrepreneurial resilience, its formation and its influence on how creative transformation occurs, and whether ex ante adaptive capacity is in turn enhanced by having mastered crises. The project proposes a theoretical model to holistically measure resilience across the life course. Using longitudinal data for self-employed individuals in Australia the project analyses the impact of crisis and economic policy on entrepreneur’s behaviour and SMEs entry exit decisions. The project informs policy making through employing discrete choice experiments to elicit entrepreneur’s preferences for government policy and support post crisis. Read moreRead less