Learning Software Security Analysers with Imperfect Data. This project aims to systematically investigate next-generation learning-based software security analysis to detect vulnerabilities in real-world large-scale software. The expected learning-based foundation will support the handling of imperfect data in order to provide a precise, scalable and adaptive security analysis of the critical software components, thus capturing important security vulnerabilities missed by existing approaches. Th ....Learning Software Security Analysers with Imperfect Data. This project aims to systematically investigate next-generation learning-based software security analysis to detect vulnerabilities in real-world large-scale software. The expected learning-based foundation will support the handling of imperfect data in order to provide a precise, scalable and adaptive security analysis of the critical software components, thus capturing important security vulnerabilities missed by existing approaches. The success of this project will further enhance the international competitiveness of Australian research in this important field and will benefit any Australian industry and business where software systems are deeply-rooted, such as transportation, smart homes, medical devices, defence and finance.Read moreRead less
eGenomics - Next generation biomonitoring of threatened species. DNA is the molecule of life and exists everywhere in the environment as a largely untapped source of information on evolution, biodiversity, and ecosystem health. Our overriding aim is to start mining that information to benefit threatened species. Based on optimized ancient DNA methods, powerful sequencing technology, whole genome analyses, and RNA profiling, we present a novel and holistic framework for genetic biomonitoring. In ....eGenomics - Next generation biomonitoring of threatened species. DNA is the molecule of life and exists everywhere in the environment as a largely untapped source of information on evolution, biodiversity, and ecosystem health. Our overriding aim is to start mining that information to benefit threatened species. Based on optimized ancient DNA methods, powerful sequencing technology, whole genome analyses, and RNA profiling, we present a novel and holistic framework for genetic biomonitoring. In two parallel model systems we will study corals and reptiles to improve environmental detection while simultaneously obtaining information on their population health. This will foster more efficient conservation of endangered species that are of tremendous importance to our marine and terrestrial ecosystems.Read moreRead less
An Intelligent Automated Essay Marking Tool-MarkIT for Education Sector. Making and grading essays is estimated to cost around AUD$2 Billion in Australia each year. It takes up approximately a third of the teachers' time. An Automated Essay Grading System would mean significant financial savings in the education sector both public and private. It would also free up teachers to concentrate on higher level pedagogical tasks resulting in a better quality of education. The potential for sales overse ....An Intelligent Automated Essay Marking Tool-MarkIT for Education Sector. Making and grading essays is estimated to cost around AUD$2 Billion in Australia each year. It takes up approximately a third of the teachers' time. An Automated Essay Grading System would mean significant financial savings in the education sector both public and private. It would also free up teachers to concentrate on higher level pedagogical tasks resulting in a better quality of education. The potential for sales overseas for such a system are also great.Read moreRead less
Improving teacher assessment using exemplars and online moderation. This project aims to assess the dependability of teacher judgement using psychometric scaling and online moderation. The project will use an innovative approach to connect achievement standards and judgement-practice for middle-year students in Australian education system. Expected outcomes of the project include the development of scaled work samples exemplifying A-E standards of achievement, refined methods for the consistency ....Improving teacher assessment using exemplars and online moderation. This project aims to assess the dependability of teacher judgement using psychometric scaling and online moderation. The project will use an innovative approach to connect achievement standards and judgement-practice for middle-year students in Australian education system. Expected outcomes of the project include the development of scaled work samples exemplifying A-E standards of achievement, refined methods for the consistency and comparability of assessment decisions, and a new approach to moderating teacher judgements. This project should provide significant benefits in building teachers’ assessment capabilities, shaping policy and teacher preparation.Read moreRead less
The Macroderma initiative: conserving ghost bats and informing development. This project aims to improve methods for capturing biological information required for environmental assessments of highly mobile species and enable strategic environmental planning in Northern Australia. Using Australia’s iconic ghost bat as a focus, the project will test and apply emerging technologies to obtain key information on a species’ population status and its critical resources to inform assessments of ecologic ....The Macroderma initiative: conserving ghost bats and informing development. This project aims to improve methods for capturing biological information required for environmental assessments of highly mobile species and enable strategic environmental planning in Northern Australia. Using Australia’s iconic ghost bat as a focus, the project will test and apply emerging technologies to obtain key information on a species’ population status and its critical resources to inform assessments of ecological impacts of industry development. Important benefits of the project include information and tools for streamlining development approvals and accurately assessing risks to threatened species to improve outcomes for both our economy and our natural environment.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE130100019
Funder
Australian Research Council
Funding Amount
$580,000.00
Summary
A transportable containerised laboratory for rapid cell sorting and high-resolution bioimaging of living aquatic microbes in field locations. This project will deliver a transportable, unique laboratory for the rapid isolation and high-resolution analysis of living microbes immediately after sampling from the sea or waterways. It will be the first of its kind in Australia and deliver new knowledge of the role of these organisms in their natural habitats.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE160100146
Funder
Australian Research Council
Funding Amount
$320,000.00
Summary
The marine productivity buoy: a multi-parametric underwater profiler . The marine productivity buoy: a multi-parametric underwater profiler:
The marine productivity buoy is an innovative multi-parametric moored underwater profiler that would provide key information on phytoplankton primary productivity (PP), phytoplankton blooms, and water quality in coastal waters around Australia. The aim is to better understand changes in phytoplankton PP and abundance by synergistically using observations ....The marine productivity buoy: a multi-parametric underwater profiler . The marine productivity buoy: a multi-parametric underwater profiler:
The marine productivity buoy is an innovative multi-parametric moored underwater profiler that would provide key information on phytoplankton primary productivity (PP), phytoplankton blooms, and water quality in coastal waters around Australia. The aim is to better understand changes in phytoplankton PP and abundance by synergistically using observations from the new facility made several times a day from the surface to the seafloor, and spatially extended surface observations from Earth-orbiting ocean colour satellites. Anticipated outcomes are more accurate phytoplankton PP estimates and water quality parameters in Australian coastal waters in support to research and to monitoring of these critical environments.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE130100203
Funder
Australian Research Council
Funding Amount
$385,000.00
Summary
Autonomous benthic observing system. This project seeks to improve our ability to monitor marine habitats and characterise their variability by enhancing the Integrated Marine Observing system (IMOS) Autonomous Underwater Vehicle (AUV) Facility. The new AUV infrastructure will reduce operating costs, increase robustness of the sampling effort and insure continued operation for the next decade.
Authentic digital representation of creative works in education: addressing the challenges of digitisation and assessment. This project will investigate the digitisation and marking of portfolios for the purposes of summative assessment in the visual arts and design senior secondary school courses. The aim is to enhance moderation, compare between media and course contexts, compare methods of marking, and generally increase the authenticity of the assessment.
Between a hot place & hypoxia: Quantifying fish-kill risk in inland rivers. Native fish populations in Australian ephemeral rivers are highly valued but are subject to widespread decline. During drought waterholes serve as critical refuges for native fish, however thermal extremes and hypoxia (lack of oxygen) have led to regular fish-kill events. Whilst we know the general conditions that lead to fish-kills, we do not have a clear understanding of why some species are more tolerant than others, ....Between a hot place & hypoxia: Quantifying fish-kill risk in inland rivers. Native fish populations in Australian ephemeral rivers are highly valued but are subject to widespread decline. During drought waterholes serve as critical refuges for native fish, however thermal extremes and hypoxia (lack of oxygen) have led to regular fish-kill events. Whilst we know the general conditions that lead to fish-kills, we do not have a clear understanding of why some species are more tolerant than others, or how we can help decision-makers anticipate fish-kill risks. This project will combine laboratory ecophysiology investigations and novel field monitoring techniques to develop a next-generation fish habitat model for stakeholders to use to assess fish-kill risks and plan for restoration. Read moreRead less