Microglia and the inflammation spectrum - not just good or bad. Cell-mediated tissue clearance following brain injury is a universal mechanism. However, our understanding of the cells that perform these tasks is very limited. Our project will characterise this inflammatory response at a single-cell level using the zebrafish spinal cord as a versatile experimental model. The project is expected to strongly contribute to the molecular understanding of the mechanisms underlying debris removal and w ....Microglia and the inflammation spectrum - not just good or bad. Cell-mediated tissue clearance following brain injury is a universal mechanism. However, our understanding of the cells that perform these tasks is very limited. Our project will characterise this inflammatory response at a single-cell level using the zebrafish spinal cord as a versatile experimental model. The project is expected to strongly contribute to the molecular understanding of the mechanisms underlying debris removal and will advance innovative technologies that facilitate intellectual progress in neuroscience. It will produce new insights into the process of neuronal degeneration, promote Australia’s growing reputation as a global leader in neuroscience, and provide high quality training for early career researchers.Read moreRead less
Listen and learn - statistical learning and the adapting auditory brain. This project aims to explore the link between rapid neural adaptation - a form of learning referred to as statistical learning - and human listening performance in noisy environments. The project aims to generate a new understanding of mechanisms that contribute to listeners' abilities to understand speech in noise, and to complex communication disorders such as dyslexia. Expected outcomes will include increased capacity to ....Listen and learn - statistical learning and the adapting auditory brain. This project aims to explore the link between rapid neural adaptation - a form of learning referred to as statistical learning - and human listening performance in noisy environments. The project aims to generate a new understanding of mechanisms that contribute to listeners' abilities to understand speech in noise, and to complex communication disorders such as dyslexia. Expected outcomes will include increased capacity to investigate a broad range of cognitive and communication functions. Benefits will include potential technologies and algorithms to assist listening (in devices such as hearing aids), language development and reading.Read moreRead less
Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutt ....Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutting-edge Blockchain based secure IoT data management and privacy-preserving smart contracts for smart farming supply-chain management. This data infrastructure will be the first of its kind which will lay a solid foundation for smart farming technology.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101593
Funder
Australian Research Council
Funding Amount
$462,948.00
Summary
Developing new tools to search for dark matter. This project aims to propose and assist in the development of novel approaches, based on atomic, molecular and optical technologies, to detect dark matter in the laboratory, and thereby establish the identity and microscopic properties of dark matter. The origin and nature of dark matter remains one of the most important outstanding problems in contemporary science. The intended outcome of this project is that the use of our novel methods will enab ....Developing new tools to search for dark matter. This project aims to propose and assist in the development of novel approaches, based on atomic, molecular and optical technologies, to detect dark matter in the laboratory, and thereby establish the identity and microscopic properties of dark matter. The origin and nature of dark matter remains one of the most important outstanding problems in contemporary science. The intended outcome of this project is that the use of our novel methods will enable us to search for forms of dark matter that have remained largely unprobed to date. This in turn is expected to open up new opportunities in the global hunt for dark matter that should improve our chances of finally discovering the nature and properties of dark matter.Read moreRead less
Violation of fundamental symmetries in atoms, molecules and nuclei. This theoretical project aims to predict enhanced effects of parity (P), time reversal (T), CP and Lorentz invariance violation, which may be measured using atomic spectroscopy and nuclear physics methods. This project expects to contribute to search for physics beyond standard model, including standard model extensions predicting axion, dark matter and T,P-violating electric dipole moments. Expected outcomes include predictions ....Violation of fundamental symmetries in atoms, molecules and nuclei. This theoretical project aims to predict enhanced effects of parity (P), time reversal (T), CP and Lorentz invariance violation, which may be measured using atomic spectroscopy and nuclear physics methods. This project expects to contribute to search for physics beyond standard model, including standard model extensions predicting axion, dark matter and T,P-violating electric dipole moments. Expected outcomes include predictions of new enhanced effects in nuclei, atoms and molecules. By-products and benefits include development of high precision computer codes for atomic calculations, which are expected to have numerous applications including photon and electron processes, properties of superheavy elements and atomic clocks.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
Violation of fundamental symmetries in atomic phenomena. Violation of the fundamental symmetries is predicted by unification theories of elementary particles. The aim of this project is to propose new enhanced effects of parity, time reversal and Lorentz invariance violations and perform their calculations needed to test unification theories in atomic and nuclear phenomena. By-products of this project include development of high precision computer codes for atomic calculations and theory of pro ....Violation of fundamental symmetries in atomic phenomena. Violation of the fundamental symmetries is predicted by unification theories of elementary particles. The aim of this project is to propose new enhanced effects of parity, time reversal and Lorentz invariance violations and perform their calculations needed to test unification theories in atomic and nuclear phenomena. By-products of this project include development of high precision computer codes for atomic calculations and theory of processes involving atoms and nuclei in chaotic excited states. These codes and theory are expected to have numerous applications (e.g. search for Dark Matter and atomic spectra of superheavy elements, atomic clocks and electron and photon processes).
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Privacy-Preserving Fog Info System in Infrastructure-Deficient Environments. Due to Australia’s unique geographical distribution and population density, many regional or remote areas lack infrastructural support and development, including telecommunications and electricity supply. It is important to provide information and communication services in such infrastructure-deficient environments. In this project, we will develop a first-ever commercially ready Fog information system, or FogIS in shor ....Privacy-Preserving Fog Info System in Infrastructure-Deficient Environments. Due to Australia’s unique geographical distribution and population density, many regional or remote areas lack infrastructural support and development, including telecommunications and electricity supply. It is important to provide information and communication services in such infrastructure-deficient environments. In this project, we will develop a first-ever commercially ready Fog information system, or FogIS in short, to enable localised information and communication services, while preserving users' privacy, in infrastructure-deficient environments. The deployment of this system will bring great benefits to Australia’s economic growth, the quality of life, cybersecurity, and environment control in rural and regional Australia. Read moreRead less
Privacy-preserving Biometrics based Authentication and Security. Password based authentication systems cannot verify genuine users. Biometric authentication can address this issue. However, the booming IoT applications and cloud computing require that the biometric authentication must be conducted in the privacy-protected setting in order to comply with privacy protection legal regulations. Latest reports show that current biometric authentication systems, under protected setting, exhibit poor ....Privacy-preserving Biometrics based Authentication and Security. Password based authentication systems cannot verify genuine users. Biometric authentication can address this issue. However, the booming IoT applications and cloud computing require that the biometric authentication must be conducted in the privacy-protected setting in order to comply with privacy protection legal regulations. Latest reports show that current biometric authentication systems, under protected setting, exhibit poor authentication performance, which is not commercially applicable. This project aims to investigate innovative solutions to this issue. The intended deliverables will include deep learning based biometric feature extractor, cancellable biometrics and cloud oriented biometrics security protocols. Read moreRead less
Spatiotemporal signatures of learning in brain reward systems. Learning to strengthen behaviours that secure resources and warrant survival is one of the primary functions of the brain. This Project seeks to establish the rules that govern the integration of learning in brain reward systems by studying how neuronal circuits change their molecular signatures as animals assimilate new knowledge. These studies will combine novel experimental designs to investigate learning with multidisciplinary me ....Spatiotemporal signatures of learning in brain reward systems. Learning to strengthen behaviours that secure resources and warrant survival is one of the primary functions of the brain. This Project seeks to establish the rules that govern the integration of learning in brain reward systems by studying how neuronal circuits change their molecular signatures as animals assimilate new knowledge. These studies will combine novel experimental designs to investigate learning with multidisciplinary methods for mapping, recording and functionalising teaching signals in behaving mice. The outcomes will create a significant shift in our understanding of the neural bases that underlie reward learning, and will critically expand the field by providing a new model of learning integration in brain systems.Read moreRead less