A Data-Centric Mobile Edge Platform for Resilient Logistics & Supply Chain. This project aims to develop a secure mobile edge computing platform for resilient logistic and supply chain management. It consists of easy-used functions that help businesses realise low latency, high reliability, low cost, and high security in their logistics and supply chain system. To cope with the vast generated application data, we invent new data replication, placement, and deduplication techniques to optimise th ....A Data-Centric Mobile Edge Platform for Resilient Logistics & Supply Chain. This project aims to develop a secure mobile edge computing platform for resilient logistic and supply chain management. It consists of easy-used functions that help businesses realise low latency, high reliability, low cost, and high security in their logistics and supply chain system. To cope with the vast generated application data, we invent new data replication, placement, and deduplication techniques to optimise the mobile edge computing platform from the computation, storage, and network aspects. The invented mobile edge computing platform will enable more intelligent business applications for various industries, e.g., IT, manufacturing, and media, to appear, thus benefiting both the economy of Australia.Read moreRead less
Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research ....Privacy-preserving cloud data mining-as-a-service. This project aims to explore practical privacy-preserving solutions for cloud data mining-as-a-service based on the Intel Software Guard Extensions (SGX) technology. The research addresses privacy concerns of users when outsourcing data mining needs to the cloud. These concerns have increased as more businesses evaluate data mining-as-an outsourced service due to lack of expertise or computation resources. The expected outcomes from the research will include new data privacy models, new privacy-preserving data mining algorithms, and a prototype of cloud data mining software. These will help businesses cut costs for data mining and privacy protection, and provide significant benefits toward helping Australia achieve its national cyber security strategy and potentially provide economic impact from commercialisation of new software technology for the industry partner.Read moreRead less
Knowledge Graph-driven Software Vulnerability Risk Discovery and Assessment. This project aims to alleviate cyberattacks which are increasingly being crafted to attack software vulnerabilities and weaknesses by utilising advanced knowledge graphs and deep learning techniques. This project expects to construct an innovative software vulnerability knowledge graph and develop advanced graph-based algorithms and models. Expected outcomes of this project include the enhanced capacity to defend agains ....Knowledge Graph-driven Software Vulnerability Risk Discovery and Assessment. This project aims to alleviate cyberattacks which are increasingly being crafted to attack software vulnerabilities and weaknesses by utilising advanced knowledge graphs and deep learning techniques. This project expects to construct an innovative software vulnerability knowledge graph and develop advanced graph-based algorithms and models. Expected outcomes of this project include the enhanced capacity to defend against cyberattacks for both organisations and individuals in Australia and beyond, theory development in graph theory, refined graph neural network models and improved graph transfer learning algorithms.Read moreRead less
Low-cost Sensing Methods and Hybrid Learning Models. This project aims to revolutionise the theory and practice of sensing and monitoring by developing novel Artificial Intelligence and Internet of Things technologies. This project expects to generate new knowledge in the area of Artificial Intelligence of Things by combining sensing, machine learning, and big data analytics. Expected outcomes of this project include novel low-cost sensing methods and new hybrid machine learning models for predi ....Low-cost Sensing Methods and Hybrid Learning Models. This project aims to revolutionise the theory and practice of sensing and monitoring by developing novel Artificial Intelligence and Internet of Things technologies. This project expects to generate new knowledge in the area of Artificial Intelligence of Things by combining sensing, machine learning, and big data analytics. Expected outcomes of this project include novel low-cost sensing methods and new hybrid machine learning models for predictive sensory data analytics. This should provide significant benefits, such as substantially reduced operating and service costs and improved accuracy for real-time monitoring in the fields where cheap-to-implement and easy-to-service monitoring systems over large geographical areas are imperative.Read moreRead less
Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while pres ....Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while preserving the data privacy. These tools should provide significant benefits to the privacy of cloud users, as well as financial and reputation benefits to the IT industry, by significantly reducing the likelihood of massive user data privacy breaches in the event of a cyber-hacking attack on the cloud server.Read moreRead less
Special Research Initiatives - Grant ID: SR0354880
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
Building trust in Australia's infrastructure: dealing with scientific, technological, business, policy and legal issues in information security. Australia is faced with the challenge of engendering trust in, and protecting, the information systems vital to the economic and social development of the nation. This initiative will produce a national direction for research, development and educational activities in information security with particular emphasis on the protection of the national intere ....Building trust in Australia's infrastructure: dealing with scientific, technological, business, policy and legal issues in information security. Australia is faced with the challenge of engendering trust in, and protecting, the information systems vital to the economic and social development of the nation. This initiative will produce a national direction for research, development and educational activities in information security with particular emphasis on the protection of the national interest. It will do so by bringing together for the first time, academic, government and business people from a vast array of backgrounds, and whose interests lie across a spectrum of commercial, legal, policy and research outcomes.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0989861
Funder
Australian Research Council
Funding Amount
$650,000.00
Summary
Electron Microscopes for Nanometer-Scale Imaging/Microanalysis in the Materials, Biological, Physical, Engineering and Chemical Sciences. Electron microscopes have contributed to many of the most significant discoveries and technological advances of the last 6 decades. High resolution transmission and scanning electron microscopes have become essential research infrastructure in internationally competitive materials science, biology, bio-medical science, physics, chemistry and a broad range of e ....Electron Microscopes for Nanometer-Scale Imaging/Microanalysis in the Materials, Biological, Physical, Engineering and Chemical Sciences. Electron microscopes have contributed to many of the most significant discoveries and technological advances of the last 6 decades. High resolution transmission and scanning electron microscopes have become essential research infrastructure in internationally competitive materials science, biology, bio-medical science, physics, chemistry and a broad range of engineering disciplines. This capability is not currently available in the Newcastle, Hunter, Central and Lower North Coast and New England regions. This proposal is aimed at satisfying the considerable demand for high resolution microscopy in these areas leading to high quality research outcomes across 3 National Research Priorities and a strong contribution to research training.Read moreRead less
ARC Centre of Excellence - in Ore Deposits. Australia's minerals industry faces a two-fold challenge - to find new ore deposits and to mine them with maximum efficiency and minimal environmental impact. Those challenges demand a new generation of focused ore deposit research, tailored specifically for the Australian context. The Centre of Excellence in Ore Deposits will provide the foundation of fundamental research required by a successful, efficient and sustainable Australian minerals industry ....ARC Centre of Excellence - in Ore Deposits. Australia's minerals industry faces a two-fold challenge - to find new ore deposits and to mine them with maximum efficiency and minimal environmental impact. Those challenges demand a new generation of focused ore deposit research, tailored specifically for the Australian context. The Centre of Excellence in Ore Deposits will provide the foundation of fundamental research required by a successful, efficient and sustainable Australian minerals industry. The Centre will also play a leading role in the undergraduate and postgraduate training of future geoscientists. The concentration of internationally recognised researchers in the Centre will ensure it maintains its premier position in the international ore deposit research arena.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0347603
Funder
Australian Research Council
Funding Amount
$260,876.00
Summary
Integrated Facility for Interfacial Rheology Analysis. This proposal seeks to establish a state-of-the-art facility for interfacial rheology analysis. The proposed facility will be unique in Australia and bring together leading researchers from the Universities of Newcastle, Melbourne and South Australia. The facility will allow direct measurements of physical properties at fluid-liquid interfaces which are needed for ongoing research in froth flotation, food processing and surfactant applicatio ....Integrated Facility for Interfacial Rheology Analysis. This proposal seeks to establish a state-of-the-art facility for interfacial rheology analysis. The proposed facility will be unique in Australia and bring together leading researchers from the Universities of Newcastle, Melbourne and South Australia. The facility will allow direct measurements of physical properties at fluid-liquid interfaces which are needed for ongoing research in froth flotation, food processing and surfactant applications as well as to develop new processes in emerging fields of nanotechnology, biotechnology, and medical and pharmaceutical production.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0989068
Funder
Australian Research Council
Funding Amount
$637,120.00
Summary
Equipment for Metastable Induced Electron Spectroscopy: surface analysis with excellent surface sensitivity. One of the major research strengths of Australia is surface science as it is important for both fundamental and industry related research. In many cases it is crucial to investigate the outermost layer of a material or mineral. Metastable Induced Electron Spectroscopy is an ideal technique as it is sensitive exclusively to the outermost layer of a broad range of samples. The information g ....Equipment for Metastable Induced Electron Spectroscopy: surface analysis with excellent surface sensitivity. One of the major research strengths of Australia is surface science as it is important for both fundamental and industry related research. In many cases it is crucial to investigate the outermost layer of a material or mineral. Metastable Induced Electron Spectroscopy is an ideal technique as it is sensitive exclusively to the outermost layer of a broad range of samples. The information gained is not accessible by any other method. The proposed equipment will be the first of this type in Australia and will complement existing surface science facilities. The project will enhance Australia's position in surface science internationally and a large number of projects will benefit from access to the equipment.Read moreRead less