Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0882531
Funder
Australian Research Council
Funding Amount
$250,000.00
Summary
Quantum Limited Single Atom Detectors. The technology that has shaped our society, solid state diodes, transistors and computer chips is based on our ability to manipulate the average quantum properties of materials such as semiconductors. This physics has been well understood for decades. Many technologies that will shape our societies in this century will be based on our ability to manipulate quantum systems precisely, an area that is the focus of quantum atom optics. The detectors requested i ....Quantum Limited Single Atom Detectors. The technology that has shaped our society, solid state diodes, transistors and computer chips is based on our ability to manipulate the average quantum properties of materials such as semiconductors. This physics has been well understood for decades. Many technologies that will shape our societies in this century will be based on our ability to manipulate quantum systems precisely, an area that is the focus of quantum atom optics. The detectors requested in this proposal will ensure that Australia remains competitive in the technologies that will emerge from the new field of quantum atom optics.Read moreRead less
Identifying genes that influence clinical course and susceptibility in multiple sclerosis. This project aims to identify the genetic basis of multiple sclerosis (MS), the most common neurologic disease in young Australian adults. MS urgently needs research to identify predisposition, aid early diagnosis and provide bona fide molecular targets for new therapies. This will benefit people with MS and those susceptible to it. Crucial new knowledge identified will benefit other major areas of MS rese ....Identifying genes that influence clinical course and susceptibility in multiple sclerosis. This project aims to identify the genetic basis of multiple sclerosis (MS), the most common neurologic disease in young Australian adults. MS urgently needs research to identify predisposition, aid early diagnosis and provide bona fide molecular targets for new therapies. This will benefit people with MS and those susceptible to it. Crucial new knowledge identified will benefit other major areas of MS research including epidemiology, immunology and neurobiology. Collaboration of 8 major Australian institutions is also important for this project and future studies. The team will have access to a new national MS GeneBank (platform) with samples from 2240 patients that should generate findings important to world-wide MS genetic knowledge.Read moreRead less
MemberGuard: Protecting Machine Learning Privacy from Membership Inference. Machine Learning has become a core part of many real-world applications. However, machine learning models are vulnerable to membership inference attacks. In these attacks, an adversary can infer if a given data record has been part of the model's training data. In this project, the team aims to develop new techniques that can be used to counter these attacks, such as 1) new analytical models for membership leakage, 2) ne ....MemberGuard: Protecting Machine Learning Privacy from Membership Inference. Machine Learning has become a core part of many real-world applications. However, machine learning models are vulnerable to membership inference attacks. In these attacks, an adversary can infer if a given data record has been part of the model's training data. In this project, the team aims to develop new techniques that can be used to counter these attacks, such as 1) new analytical models for membership leakage, 2) new methods for susceptibility diagnosis, 3) new defences that leverage privacy and utility. Data-oriented services are estimated to be valuable assets in the future. These techniques can help Australia gain cutting edge advantage in machine learning security and privacy and protect its intellectual property on these services.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
Australian Centre for Quantum-Atom Optics. The Centre will combine pre-eminent Australian theoretical and experimental research groups in quantum and atom optics to create a powerful network to advance the rapidly developing field of Quantum-Atom Optics. We will exploit the quantum nature of multiple particle quantum states of atoms and photons including entangled light and Bose-Einstein condensates. The Centre will focus on fundamental research, but our long term goal is to underpin and develo ....Australian Centre for Quantum-Atom Optics. The Centre will combine pre-eminent Australian theoretical and experimental research groups in quantum and atom optics to create a powerful network to advance the rapidly developing field of Quantum-Atom Optics. We will exploit the quantum nature of multiple particle quantum states of atoms and photons including entangled light and Bose-Einstein condensates. The Centre will focus on fundamental research, but our long term goal is to underpin and develop the next generation quantum technology. We aim to build a quantum toolbox to enable applications such as the transfer and storage of information for photonics, and precision quantum control of atoms for enhanced atom interferometry.Read moreRead less
Special Research Initiatives - Grant ID: SR1101002
Funder
Australian Research Council
Funding Amount
$21,000,000.00
Summary
Stem Cells Australia. Despite progress in stem cell research, scientists do not understand how stem cells “decide” what to become. Stem Cells Australia will draw upon strengths within Australia’s premier stem cell research universities and institutes. This collaboration between leading bioengineering, nanotechnology, stem cell and advanced molecular analysis experts, will fast-track efforts to deliver a fundamental understanding of the mechanisms of stem cell regulation and differentiation, and ....Stem Cells Australia. Despite progress in stem cell research, scientists do not understand how stem cells “decide” what to become. Stem Cells Australia will draw upon strengths within Australia’s premier stem cell research universities and institutes. This collaboration between leading bioengineering, nanotechnology, stem cell and advanced molecular analysis experts, will fast-track efforts to deliver a fundamental understanding of the mechanisms of stem cell regulation and differentiation, and the ability to control and influence this process. Stem Cells Australia will deliver new methods for stem cell propagation and manipulation, new translational technologies for therapeutic applications, and will prepare Australia’s future stem cell scientific leaders.Read moreRead less
Discovering And Targeting Genes Regulating Skeletal Muscle Function, Metabolism, And Adaptations To Exercise Interventions
Funder
National Health and Medical Research Council
Funding Amount
$431,000.00
Summary
Muscle wasting and decreased in mitochondrial function due to ageing or lack of physical activity are associated with reduced quality of life. The overarching aim is to develop a unique research program focusing on targeting specific genes, and to discover novel genes regulating muscle wasting and mitochondrial (dis)function. I anticipate this approach to assist in the development of targeted and personalised prevention and therapy for diseases associated with muscle (dis)function.
Molecular Characterisation Of Early Precursor Lesions Of A Novel Ñserrated Pathwayî Of Colorectal Cancer Using Gene Expression And Proteomics.
Funder
National Health and Medical Research Council
Funding Amount
$318,338.00
Summary
In Australia, CRC is the second highest cause of all cancer-related deaths. If detected early, CRC has a high success rate of cure, but a percentage of precursor lesions escape detection and show aggressive clinical behaviour to progress to CRC. These are difficult to diagnosis with existing technologies. We aim to understand the biology behind sessile serrated adenoma pathways and hence enhance early detection, diagnosis and treatments strategies.
Methylation-sensitive T Cell Genes And Childhood Food Allergy.
Funder
National Health and Medical Research Council
Funding Amount
$461,232.00
Summary
Australia has the highest reported prevalence food allergy in the world. Despite this, little is known about how allergy develops. Mounting evidence implicates environmentally induced disruption of the genetic blueprint via a process known as epigenetics. We are combining the strengths of food challenge proven food allergy with assessment of immune functioning & cutting edge genomics, to extensively characterise the pathways leading to food allergy in children.