ARC Research Network for a Secure Australia. The Research Network for a Secure Australia (RNSA) is a multi-disciplinary collaboration established to strengthen Australia's research capacity for protecting critical infrastructure from natural or human-caused disasters including terrorist acts. The RNSA will facilitate a knowledge-sharing network for research organisations, government and the private sector to develop research tools and methods to mitigate emerging safety and security issues relat ....ARC Research Network for a Secure Australia. The Research Network for a Secure Australia (RNSA) is a multi-disciplinary collaboration established to strengthen Australia's research capacity for protecting critical infrastructure from natural or human-caused disasters including terrorist acts. The RNSA will facilitate a knowledge-sharing network for research organisations, government and the private sector to develop research tools and methods to mitigate emerging safety and security issues relating to critical infrastructure. World-leaders with extensive national and international linkages in relevant scientific, engineering and technological research will lead this collaboration. The RNSA will launch various activities to foster research collaboration and nurture young investigators.Read moreRead less
ARC Research Network for Advanced Materials. Materials science/engineering is decidedly interdisciplinary, covering all science and impacting on all manufacturing industry. This network will promote interactions that do not usually occur between materials researchers and students across Australia and internationally from diverse disciplines. The scope is broadly based on advanced materials production, processing and properties but focused in four areas, involving: i) innovative structural/functi ....ARC Research Network for Advanced Materials. Materials science/engineering is decidedly interdisciplinary, covering all science and impacting on all manufacturing industry. This network will promote interactions that do not usually occur between materials researchers and students across Australia and internationally from diverse disciplines. The scope is broadly based on advanced materials production, processing and properties but focused in four areas, involving: i) innovative structural/functional materials, ii) high-tech IT/communications/sensing materials, iii) materials solutions for manufacturing, iv) materials for a sustainable Australia, and v) emerging materials technologies. Key programs will promote interdisciplinary workshops and early career researcher interactions.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
Mathematical, logical and computational foundations of hybrid control systems, and their application to design and synthesis problems in control engineering. Hybrid control systems are mathematical models of heterogeneous systems consisting of digital computer components interacting in real-time with continuous physical processes. Their many engineering applications include air traffic control, medical technology and automated transport. Motivated by such safety-critical and high-confidence appl ....Mathematical, logical and computational foundations of hybrid control systems, and their application to design and synthesis problems in control engineering. Hybrid control systems are mathematical models of heterogeneous systems consisting of digital computer components interacting in real-time with continuous physical processes. Their many engineering applications include air traffic control, medical technology and automated transport. Motivated by such safety-critical and high-confidence applications, the project aims to develop a unified framework of mathematical logics adequate to formally represent and reason about the structure, behaviour, and properties of hybrid control systems, and use this to develop methodologies for automatically synthesising hybrid control programs that are provably correct with respect to their specifications. Other outcomes include prototype software implementations of hybrid controller design tools.Read moreRead less
The role of location on the effectiveness of smoke alarms. Smoke alarms in buildings are required by the Building Code of Australia (BCA), but the current requirements are less than optimal. This project will provide the basis for optimisation of smoke alarms and the number, interconnection and positioning of smoke alarms in residential buildings. This is expected to lead to reductions in fire fatalities, injuries and property loss.
Special Research Initiatives - Grant ID: SR0354839
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
Transforming Knowledge Spaces: Open Technologies for Research Collaboration and Research Communication
. Technology has the potential to transform the means for scholarly collaboration and communication. Our proposal will achieve this potential, by deploying open source infrastructures to create new communication platforms. The Initiative will itself use collaborative writing systems to construct and energise the Network, which will match researchers requiring these new technologies with thos ....Transforming Knowledge Spaces: Open Technologies for Research Collaboration and Research Communication
. Technology has the potential to transform the means for scholarly collaboration and communication. Our proposal will achieve this potential, by deploying open source infrastructures to create new communication platforms. The Initiative will itself use collaborative writing systems to construct and energise the Network, which will match researchers requiring these new technologies with those who have the skills to build them. The outcomes will be an increase in the efficiency of traditional research collaborations as well as new kinds of collaboration and communication, for researchers and consumers of research across a range of disciplines.Read moreRead less
ARC Nanotechnology Research Network. The field of nano scale science, engineering and technology (in short nanotechnology) is just emerging and it is predicted to make a major impact in all technologies and areas of society. Australian Nanotechnology Network intends to harness the combined Australian capability to enable Australia to take a leading role in this rapidly growing field.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0453803
Funder
Australian Research Council
Funding Amount
$535,452.00
Summary
High Performance Optical and Electronic Coatings Facility. The main aim of this project is to establish a state-of-the-art optical and electronic coatings facility for the Australian optoelectronics and nanotechnology research community to develop novel technologies of interest to communications, information technology and nanotechnology industries. The facility will allow the fabrication of a range of active and passive devices including photonic integrated circuits. The facility is f ....High Performance Optical and Electronic Coatings Facility. The main aim of this project is to establish a state-of-the-art optical and electronic coatings facility for the Australian optoelectronics and nanotechnology research community to develop novel technologies of interest to communications, information technology and nanotechnology industries. The facility will allow the fabrication of a range of active and passive devices including photonic integrated circuits. The facility is flexible enough to allow the deposition of a range of dielectric and metal layers with different structural, optical and electrical characteristics of fundamental as well as applied interest. This facility may open up new opportunities to develop microcavities, nanocrystals, tunable lasers and detectors, novel cantilevers for atomic force microscopy.
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Engineering functional nerves using microtailored culture systems. The aim of this work is to develop new culture systems for developing and growing nerves outside of the body. The project will generate knowledge and engineering technology for production of neural implants suitable for medical applications. The availability of engineered nerve grafts to repair neural injuries will improve patient health outcomes.
SenShaMart: A Trusted Internet of Things Marketplace for Sensor Sharing. This project aims to devise a novel Internet of Things (IoT) sensor sharing marketplace that permits IoT applications to discover, integrate, and pay for any IoT sensor data that is made available by other parties. The project will devise highly-scalable sensor classification, query processing, and transactions solutions and incorporate them in a pair of novel blockchains that work in tandem to securely manage all the infor ....SenShaMart: A Trusted Internet of Things Marketplace for Sensor Sharing. This project aims to devise a novel Internet of Things (IoT) sensor sharing marketplace that permits IoT applications to discover, integrate, and pay for any IoT sensor data that is made available by other parties. The project will devise highly-scalable sensor classification, query processing, and transactions solutions and incorporate them in a pair of novel blockchains that work in tandem to securely manage all the information and contracts needed by IoT applications to discover, integrate, pay, and use sensors provided by another parties. These IoT advancements will provide significant economic, environmental, and social benefits via making low-cost and immediate sensing available across the world.Read moreRead less