To map and enhance Australian musical improvisation as a creative industry. The project maps transforming improviser networks in Australian music since 1970, to inform how cultural innovation develops and disseminates. Application of new statistical techniques (temporal network analysis) will combine with in-depth focus groups to show how improvisation excellence depends on a mix of artistic craft, networked collaboration and institutional support. This knowledge will assist music venues and ind ....To map and enhance Australian musical improvisation as a creative industry. The project maps transforming improviser networks in Australian music since 1970, to inform how cultural innovation develops and disseminates. Application of new statistical techniques (temporal network analysis) will combine with in-depth focus groups to show how improvisation excellence depends on a mix of artistic craft, networked collaboration and institutional support. This knowledge will assist music venues and industry in nurturing improvisation as a cultural force and commercial opportunity for export and tourism attraction post Covid-19. The novel method, integrating computational network analysis with qualitative research, will also inform and build capacity for future understandings of cultural fields and industries.Read moreRead less
Towards full lifecycle privacy protection on cloud. Privacy protection in user data on cloud is now at risk throughout all stages of user information lifecycle facing significant challenges such as stage adaptive protection, across-system protection, privacy invasion tracing and prediction. Current approaches mainly focus on a specific case at certain stage, hence cannot address those challenges properly by considering all stages. This project aims to systematically investigate those challenges ....Towards full lifecycle privacy protection on cloud. Privacy protection in user data on cloud is now at risk throughout all stages of user information lifecycle facing significant challenges such as stage adaptive protection, across-system protection, privacy invasion tracing and prediction. Current approaches mainly focus on a specific case at certain stage, hence cannot address those challenges properly by considering all stages. This project aims to systematically investigate those challenges and expects to establish innovative research and solutions for enabling full lifecycle privacy protection on cloud. The project outcomes will help to safeguard Australian community in fast-growing online cyber world, and benefit to fast-growing privacy sensitive data hosting and applications on cloud.Read moreRead less
Detecting Firmware Vulnerabilities in Smart Home Devices. 83% of Australians have smart home devices. 47% claim they have three or more. These devices are easily targeted by cyber-attacks, and searching for their vulnerabilities has become more crucial than ever. Our industry partner GPG is actively looking for ways to detect vulnerabilities in their smart home products, but have not found any existing methods that satisfy three critical requirements: 1) massive search, 2) cross platform detecti ....Detecting Firmware Vulnerabilities in Smart Home Devices. 83% of Australians have smart home devices. 47% claim they have three or more. These devices are easily targeted by cyber-attacks, and searching for their vulnerabilities has become more crucial than ever. Our industry partner GPG is actively looking for ways to detect vulnerabilities in their smart home products, but have not found any existing methods that satisfy three critical requirements: 1) massive search, 2) cross platform detection, and 3) finding unseen vulnerabilities. We therefore propose to use a series of new techniques such as efficient in-memory fuzzing, conditional formulas, and transfer learning to solve the above challenges. The project outcomes will help Australia gain cutting edge techniques in vulnerability detection. Read moreRead less
Secure and efficient data leak prevention on cloud. The leak of sensitive data on cloud not only poses serious threats to both public and private organisations but also puts their employees and clients at risk, e.g., economic loss and social impact. The aim of this project is to develop a secure and efficient solution that can detect and prevent leak of data in real-time. Uniquely, the proposed research will develop novel techniques that can monitor data leak security incidents happening over ti ....Secure and efficient data leak prevention on cloud. The leak of sensitive data on cloud not only poses serious threats to both public and private organisations but also puts their employees and clients at risk, e.g., economic loss and social impact. The aim of this project is to develop a secure and efficient solution that can detect and prevent leak of data in real-time. Uniquely, the proposed research will develop novel techniques that can monitor data leak security incidents happening over time and captured by different sensors and identify correlations between historic security incidents and current data attacks. This project will significantly help to secure data on cloud for organisations in Australia and benefit fast-growing security sensitive data hosting and applications on cloud.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
Virtual Environments for Improved Enterprise Software Deployment. This project aims to improve quality assurance for enterprise IT. Enterprise IT systems are highly interconnected and interdependent — a failure in one system can cause a cascade of failures across multiple systems, bringing business to a standstill. The project aims to create new technologies to automate the provisioning of virtual deployment environments to test the enterprise systems. In particular, it aims to develop new metho ....Virtual Environments for Improved Enterprise Software Deployment. This project aims to improve quality assurance for enterprise IT. Enterprise IT systems are highly interconnected and interdependent — a failure in one system can cause a cascade of failures across multiple systems, bringing business to a standstill. The project aims to create new technologies to automate the provisioning of virtual deployment environments to test the enterprise systems. In particular, it aims to develop new methods for the automatic analysis of service interaction traces and the generation of accurate executable service models, without requiring explicit knowledge of them. The automatic analysis and generation should reduce development cost for enterprise IT systems and increase system quality and reliability. The new software deployment technologies from this project aim to significantly reduce the time, effort and cost of system quality assurance activities in software development organisations, and yet produce higher-quality software leading to uninterrupted business operation in end-user organisations across all sectors.Read moreRead less
Elastic and biodegradable sponges/aerogels from exfoliated silk nanofibres . The aim of this project is to investigate methods to produce highly porous elastic sponges from silk protein nanofibres. These sponges will have optimal mechanical, insulation and degradation properties making them suitable for a wide range of applications including the biomedical and personal care sectors, where current products have significant drawbacks due to the use of non-biodegradable synthetic materials. Outco ....Elastic and biodegradable sponges/aerogels from exfoliated silk nanofibres . The aim of this project is to investigate methods to produce highly porous elastic sponges from silk protein nanofibres. These sponges will have optimal mechanical, insulation and degradation properties making them suitable for a wide range of applications including the biomedical and personal care sectors, where current products have significant drawbacks due to the use of non-biodegradable synthetic materials. Outcomes include new knowledge on controlling porous structures and tailoring properties to targeted applications. This project, by laying the groundwork for a new generation of bio-based materials, will benefit the Australian advanced manufacturing sector, and enhance Australia's standing in materials science and engineering.Read moreRead less
Digital Labour, Australian Women Authors, and Public Persona-Building . Women authors are vital to Australia’s creative economy and cultural life. To ensure their wider cultural resonance as well as commercial success, such authors have long been actively engaged in the business of image management. However, digital media have significantly altered how renown is manufactured and sustained, in ways that are yet to be understood in the Australian context. Generating new knowledge about the role of ....Digital Labour, Australian Women Authors, and Public Persona-Building . Women authors are vital to Australia’s creative economy and cultural life. To ensure their wider cultural resonance as well as commercial success, such authors have long been actively engaged in the business of image management. However, digital media have significantly altered how renown is manufactured and sustained, in ways that are yet to be understood in the Australian context. Generating new knowledge about the role of digital media in promoting women authors, this project's findings will be of use to authors, publishers, cultural policy makers and funding bodies to help better support these vital cultural workers in their digital media usage.Read moreRead less
Developing an integrated device for on-farm detection of sugarcane diseases. Pathogenic organisms cause yield losses of more than $150M pa to the Australian sugarcane industry and many millions more worldwide. Partnering with Sugar Research Australia, this project aims to develop a novel on-farm diagnostic device, comprising new nanotechnology and magnetism-induced microfluidics with naked eye observation and electrochemical detection. This device is expected to enable improved disease managemen ....Developing an integrated device for on-farm detection of sugarcane diseases. Pathogenic organisms cause yield losses of more than $150M pa to the Australian sugarcane industry and many millions more worldwide. Partnering with Sugar Research Australia, this project aims to develop a novel on-farm diagnostic device, comprising new nanotechnology and magnetism-induced microfluidics with naked eye observation and electrochemical detection. This device is expected to enable improved disease management strategies through the prediction of potential risks and rapid and effective actions to mitigate impending yield loss. In turn productivity and sustainability of Australia’s sugar industry will be enhanced. The new platform device has great potential for improved disease management in other crops in Australia and globally.Read moreRead less
Coordinating Innovation in Knowledge-Based Multinational Organisations. Integration into global supply chains is one of the fundamental challenges for manufacturing companies in Australia. This project seeks to identify the optimal design for coordinating innovation in globally-dispersed organisations. It will analyse three mechanisms for transferring knowledge within organisations: hierarchies, communities of practice, and social networks. Outcomes will include a new multilevel statistical netw ....Coordinating Innovation in Knowledge-Based Multinational Organisations. Integration into global supply chains is one of the fundamental challenges for manufacturing companies in Australia. This project seeks to identify the optimal design for coordinating innovation in globally-dispersed organisations. It will analyse three mechanisms for transferring knowledge within organisations: hierarchies, communities of practice, and social networks. Outcomes will include a new multilevel statistical network modelling framework and organisational designs to overcome barriers to knowledge-transfer, such as language, culture and distance. The project will collect and apply data from Boeing Global Technology, the international research arm of The Boeing Company, a world leading business with major subsidiaries in Australia.Read moreRead less