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
Radiation and Ablation in Rapidly Expanding Flows. The aim of the project is to record the spectra of radiation from a region of rapidly expanding flow representative of the passage of the shock layer on a re-entry capsule from the windward to the leeward surfaces. The significance of this work is that it addresses a critical area of spacecraft where the uncertainties of our design techniques are of the order of 300 per cent in terms of surface heat transfer, and current vehicles have to use lar ....Radiation and Ablation in Rapidly Expanding Flows. The aim of the project is to record the spectra of radiation from a region of rapidly expanding flow representative of the passage of the shock layer on a re-entry capsule from the windward to the leeward surfaces. The significance of this work is that it addresses a critical area of spacecraft where the uncertainties of our design techniques are of the order of 300 per cent in terms of surface heat transfer, and current vehicles have to use large safety factors to ensure survivability. The outputs from the project will be a data base of radiative parameters which should enable accurate models of the flow to be developed, which is expected to facilitate the design of advanced spacecraft with greater safety and reliability, and with lower structural mass.Read moreRead less
Next generation garbage collection: discovery, design, and development. This project aims to improve the performance of programming languages used by millions of Australians every day, such as Java, JavaScript and PHP by developing improved memory-management algorithms. These languages use what is referred to as “garbage collection” to ensure memory is managed without data loss, but do so conservatively and consequently cause performance challenges and energy overheads. This project expects to p ....Next generation garbage collection: discovery, design, and development. This project aims to improve the performance of programming languages used by millions of Australians every day, such as Java, JavaScript and PHP by developing improved memory-management algorithms. These languages use what is referred to as “garbage collection” to ensure memory is managed without data loss, but do so conservatively and consequently cause performance challenges and energy overheads. This project expects to provide these languages with improved memory-management algorithms, and provides researchers and industry with a framework for innovation. This project will enable safe software that is more efficient on today's hardware and able to exploit emerging hardware. This project should lead to better performance and energy savings for server applications, phones, watches, and smart appliances, while ensuring memory safety.Read moreRead less
Southern Ocean IPA - Variation To 2018-124: Science To Support Australia's Southern Ocean Fisheries 2018-2020. Addition Of Heard Island Patagonian Toothfish 2019 Stock Assessment Review
Funder
Fisheries Research and Development Corporation
Funding Amount
$12,808.00
Summary
Commercial in confidence. To know more about this project please contact FRDC. Objectives: Commercial in confidence
A Demersal Fisheries Resource Survey Of The Queensland Continental Shelf Slope Between10°S And 21°S
Funder
Fisheries Research and Development Corporation
Summary
Objectives: 1. Locate and quantify demersal resources along the continental slope from east of Torres Strait to the northern limits of the Swain Reefs that may be exploited by the Qld prawn fishing fleet
Towards An Industry-based Abalone Fishery Monitoring Program
Funder
Fisheries Research and Development Corporation
Funding Amount
$334,356.00
Summary
Although Victoria has a well-established fishery independent monitoring program, in recent years the research focus has been toward improving the quality and quantity of fishery dependent data available. To properly realise this goal there is a strong and urgent need to make better use of industry (particularly the catching sector) as a vehicle for sampling and data acquisition. Fishery independent monitoring is costly and limited by MAFRI resources, however it is well recognised that industry c ....Although Victoria has a well-established fishery independent monitoring program, in recent years the research focus has been toward improving the quality and quantity of fishery dependent data available. To properly realise this goal there is a strong and urgent need to make better use of industry (particularly the catching sector) as a vehicle for sampling and data acquisition. Fishery independent monitoring is costly and limited by MAFRI resources, however it is well recognised that industry can potentially provide sampling opportunities that are at least an order of magnitude more numerous than those provided by fisheries agencies and research institutions. For instance, Victorian abalone divers each spend an average of about 50–55 days at sea each year to obtain the TAC. This equates to a total of at least 3,500 potential sampling opportunities. On many occasions divers visit more than one reef per day so that the number of opportunities is probably closer to about 5,000. The central issue is how to effectively utilise this industry potential for fishery assessment.
Scale fisheries have for many years had the benefit of scientific observers and fisheries extension officers, whereas such support for abalone fisheries is rare. Clearly this type of support will be needed before the Victorian abalone industry can be effectively engaged in sampling and data collection to support improved assessment of their fishery. In the absence of this support, industry based sampling becomes at best ad hoc and at worst ineffective and unsustained.
One of the areas where we have already demonstrated potential for industry to participate is in tagging abalone for growth studies. Growth in abalone characteristically exhibits high spatial heterogeneity to the extent that growth for one location has little meaning for other locations. Despite the release of about 35,000 tagged abalone across commercially important reefs, recapture rates have demonstrated that in most instances this quantity has been inadequate for obtaining sufficient growth data for fishery models to accommodate spatial heterogeneity in growth representatively. This presents particular challenges for modelling an abalone fishery at a geographical scale commensurate with the known population biology of this genus. The abalone industry offers one of the best opportunities for obtaining good growth data for a large number of locations, but experience has shown that effective participation of industry members requires support from scientifically trained persons.
Objectives: 1. Facilitate acquisition of data via industry including tagging for growth, size at maturity and length frequency of the catch. 2. Promote industry self-sufficiency in data collection including the training of deckhands and divers in sampling, measuring and recording techniques. 3. Develop appropriate management protocols to support on-going voluntary data collection by industry. Read moreRead less
Linear Formation Interferometry for Astrophysics and New Space Technologies. This project will prototype a new type of visible and infrared light interferometry: telescopes freely moving in a line 10s of metres in length and directing their light towards a central beam combiner. This is particularly well suited to sparse aperture optical interferometry from space, which can be used to resolve angular scales much finer than the world's largest monolithic telescopes. The ground based prototype wil ....Linear Formation Interferometry for Astrophysics and New Space Technologies. This project will prototype a new type of visible and infrared light interferometry: telescopes freely moving in a line 10s of metres in length and directing their light towards a central beam combiner. This is particularly well suited to sparse aperture optical interferometry from space, which can be used to resolve angular scales much finer than the world's largest monolithic telescopes. The ground based prototype will also be able to make a several key astrophysical observations of benchmark stars and stellar systems, including making precise polarimetric measurements of dust shells around bright stars.Read moreRead less
A cross-national study of the relative impact of an oral component on PhD examination quality, language and practice. High quality doctoral degrees call for the most effective forms of assessment. This project investigates the role of oral examination in PhD assessment, common internationally but not in Australia, and is the first to compare the relative impact of oral and 'no oral' models on examination quality, language and practice.
A Comparison Of Otolith Microchemistry And Genetic Techniques For Evaluation Of Stock Structure Of The Jackass Morwong Nemadactylus Macropterus
Funder
Fisheries Research and Development Corporation
Funding Amount
$108,560.00
Summary
Objectives: 1. Compare the stock structure of Jackass morwong in Aust waters as indicated by 4 techniques. 2. Determine the number of Aust stocks & distribution, & if Jackass morwong in Aust & NZ coastal waters are parts of the same stock