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
Establishing advanced networks for air quality sensing and analyses. Establishing advanced networks for air quality sensing and analyses. This project aims to develop innovative, cost-effective, high resolution air quality networks. Recent developments in sensor technologies improve the ability to harvest atmospheric data. This project will develop, validate and implement methods for high sensitivity atmospheric sensing and apply cutting-edge statistical and analytic techniques to the data sets, ....Establishing advanced networks for air quality sensing and analyses. Establishing advanced networks for air quality sensing and analyses. This project aims to develop innovative, cost-effective, high resolution air quality networks. Recent developments in sensor technologies improve the ability to harvest atmospheric data. This project will develop, validate and implement methods for high sensitivity atmospheric sensing and apply cutting-edge statistical and analytic techniques to the data sets, unprecedented in scope and resolution. Outcomes include an open access database to quantify and visualise intra-urban air pollution and human exposure and develop air quality maps and smoke pollution management tools. It is expected to advance the evidence-based management of air as a resource, increasing economic prosperity and enhancing human health and quality of life.Read moreRead less
A Socially Conscious Smart IoT Platform for Water Quality Monitoring. This project will develop an intelligent remote water quality monitoring platform based on a new sensor network architectural paradigm. Expected outcomes include an artificially intelligent water quality monitoring system that is produced via a unique social enterprise business model. This approach will facilitate widespread remote water quality monitoring, leading to an enhanced understanding of the environment, whilst provid ....A Socially Conscious Smart IoT Platform for Water Quality Monitoring. This project will develop an intelligent remote water quality monitoring platform based on a new sensor network architectural paradigm. Expected outcomes include an artificially intelligent water quality monitoring system that is produced via a unique social enterprise business model. This approach will facilitate widespread remote water quality monitoring, leading to an enhanced understanding of the environment, whilst providing valuable training/education for the community stakeholders involved in the production of the system. The research outcome will be globally significant, enabling end users to meet key water quality objectives over time, and considerably increase productivity in the Australian agriculture/aquaculture industries.Read moreRead less
Empowering Australia’s Visual Arts via Creative Blockchain Opportunities. This project investigates the provision of a blockchain-based solution for protecting the intellectual property and provenance of visual art, and ways to empower its economic, cultural, and social value and benefits. By exploring innovative non-fungible token (NFT) opportunities in a global cyber security context, we will co-design a user-friendly and compliant tool for expanding the creation and movement of art on existin ....Empowering Australia’s Visual Arts via Creative Blockchain Opportunities. This project investigates the provision of a blockchain-based solution for protecting the intellectual property and provenance of visual art, and ways to empower its economic, cultural, and social value and benefits. By exploring innovative non-fungible token (NFT) opportunities in a global cyber security context, we will co-design a user-friendly and compliant tool for expanding the creation and movement of art on existing virtual galleries and smart contract-enabled platforms. Building on interdisciplinary synergies between creative and IT practices, we will interrogate the efficacy, risks and governance surrounding this global technology, and produce vital new knowledge for engaging with risks and opportunities in the digital economy.Read moreRead less
New digital deep-time exploration tools for a low-emissions economy. Demand for critical minerals will soar as renewable energy generation increases, but exploration companies currently cannot take full advantage of available exploration data in an Earth evolution context. This project will generate new knowledge in big and complex geodata analysis using an innovative data mining approach. It will enable Lithodat, a small enterprise, to perform cloud-based plate tectonic reconstruction, visualis ....New digital deep-time exploration tools for a low-emissions economy. Demand for critical minerals will soar as renewable energy generation increases, but exploration companies currently cannot take full advantage of available exploration data in an Earth evolution context. This project will generate new knowledge in big and complex geodata analysis using an innovative data mining approach. It will enable Lithodat, a small enterprise, to perform cloud-based plate tectonic reconstruction, visualisation and spatio-temporal analysis of geodata for resource exploration. The outcomes include an enhanced capacity to generate ore prospectivity maps and an improved understanding of their tectonic, geochemical, and geophysical signatures, benefiting Lithodat and their clients in the search for new mineral deposits.Read moreRead less
The impact of insecure residency on adaptation of refugees in Australia. The impact of insecure residency on adaptation of refugees in Australia. This project will conduct a longitudinal investigation of the psychosocial adaptation of refugees with insecure and secure residency over a period of three years. This project will identify longitudinal trajectories of adaptation in refugees with insecure and secure residency, investigate flashpoints where refugees’ psychological adaptation deteriorate ....The impact of insecure residency on adaptation of refugees in Australia. The impact of insecure residency on adaptation of refugees in Australia. This project will conduct a longitudinal investigation of the psychosocial adaptation of refugees with insecure and secure residency over a period of three years. This project will identify longitudinal trajectories of adaptation in refugees with insecure and secure residency, investigate flashpoints where refugees’ psychological adaptation deteriorates or improves, and investigate psychological mechanisms underpinning adaptation pathways. Findings could significantly advance knowledge about the adaptation of refugees and help refugees to make a positive social and economic contribution to Australia.Read moreRead less
Social Impact and Connection Outcomes Associated with Community Sport. Outcomes of social connection from community sport are widely touted and supported to exist. However, we know little about how social infrastructure actually delivers these benefits. It is difficult to understand and develop practices that organisations can use to maximise the outcomes of sport participation. This research aims to investigate how social infrastructure delivers social connection outcomes associated with commun ....Social Impact and Connection Outcomes Associated with Community Sport. Outcomes of social connection from community sport are widely touted and supported to exist. However, we know little about how social infrastructure actually delivers these benefits. It is difficult to understand and develop practices that organisations can use to maximise the outcomes of sport participation. This research aims to investigate how social infrastructure delivers social connection outcomes associated with community sport. Expected outcomes include novel practice based tools and guidance for community groups to enhance social connection outcomes and new understanding about the role of social infrastructure in enhancing community connection. Improved social connection is expected to improve resilience and community wellbeing.
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Restoration of Sydney's key habitat forming seaweed forests. Restoration of Sydney's key habitat forming seaweed forests. This project aims to restore a key habitat forming-seaweed and its ecosystem, by integrating experimental ecology, population genetics, eco-engineering and restoration ecology. Habitat degradation causes worldwide loss of biodiversity and ecosystem function, increasingly needing active restoration of ecosystems. However, restoration efforts often lack the critical ecological ....Restoration of Sydney's key habitat forming seaweed forests. Restoration of Sydney's key habitat forming seaweed forests. This project aims to restore a key habitat forming-seaweed and its ecosystem, by integrating experimental ecology, population genetics, eco-engineering and restoration ecology. Habitat degradation causes worldwide loss of biodiversity and ecosystem function, increasingly needing active restoration of ecosystems. However, restoration efforts often lack the critical ecological understanding for success, largely ignore major habitats, and in marine systems rarely happen at the scale of the degradation. This innovative approach, could be adopted globally to restore these crucial marine habitats. Anticipated outcomes are the re-establishment of commercially harvestable resources and new tools for active conservation of critical marine habitats.Read moreRead less
Metalloproteomics: A new piece of the systems biology puzzle. Systems biology uses advanced analytical technology to study the complex chemistry of the living cell. Many cellular functions are the result of chemical reactions involving metalloproteins, which are notoriously difficult to study due to the weak bonds between metal and protein that is not normally amenable to traditional proteomic approaches. In partnership with the leading analytical manufacturer Agilent Technologies, this project ....Metalloproteomics: A new piece of the systems biology puzzle. Systems biology uses advanced analytical technology to study the complex chemistry of the living cell. Many cellular functions are the result of chemical reactions involving metalloproteins, which are notoriously difficult to study due to the weak bonds between metal and protein that is not normally amenable to traditional proteomic approaches. In partnership with the leading analytical manufacturer Agilent Technologies, this project aims to adapt and apply advanced mass spectrometry to the study of metalloproteins, developing new methods for studying hundreds of molecules in single experiments. Using the C. elegans model organism the project aims to showcase the importance of metals in biology and develop new solutions for the $2.9 billion proteomics industry.Read moreRead less
Australian Indigenous entrepreneurial leadership. This project will provide evidence-based research and policy advice on effective business education interventions for Australian Indigenous enterprises and individuals. It will also explore the unique challenges Indigenous leaders face in owning or operating commercial enterprises.