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
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
Exploring the Frontiers of Feasible Computation. The project aims to delineate the boundary between feasible and infeasible computational problems. A problem is considered feasible if there is an algorithm to solve it in worst-case time bounded by a polynomial in the input size. This is probably impossible for the important class of NP-complete problems. However, typical examples of NP-complete problems can often be solved in polynomial time, because worst-case problems are rare. The project is ....Exploring the Frontiers of Feasible Computation. The project aims to delineate the boundary between feasible and infeasible computational problems. A problem is considered feasible if there is an algorithm to solve it in worst-case time bounded by a polynomial in the input size. This is probably impossible for the important class of NP-complete problems. However, typical examples of NP-complete problems can often be solved in polynomial time, because worst-case problems are rare. The project is relevant to public-key cryptography, where breaking an encryption scheme should be infeasible, and to many real-life situations where NP-complete problems need to be solved, either exactly or approximately.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100595
Funder
Australian Research Council
Funding Amount
$416,400.00
Summary
Efficient privacy-preserving proofs for secure e-government and e-voting. Electronic systems are becoming increasingly widespread and crucial to social and economic wellbeing. This project aims to ensure that e-government, e-health, e-commerce and e-voting are secure and trustworthy by inventing new ways to verify these systems without infringing privacy. This project expects to use innovative techniques from cryptography to support development of trustworthy systems. Expected outcomes of this p ....Efficient privacy-preserving proofs for secure e-government and e-voting. Electronic systems are becoming increasingly widespread and crucial to social and economic wellbeing. This project aims to ensure that e-government, e-health, e-commerce and e-voting are secure and trustworthy by inventing new ways to verify these systems without infringing privacy. This project expects to use innovative techniques from cryptography to support development of trustworthy systems. Expected outcomes of this project include better support for organisations to build trustworthy systems that will maximise benefit to Australian business and society. This should provide significant commercial, reputational, and societal benefits by avoiding disruptions to the organisations and their clients if and when they are attacked. Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE240100131
Funder
Australian Research Council
Funding Amount
$539,000.00
Summary
Federated Omniverse Facilities for Smart Digital Futures. A world-first trans-disciplinary, -domain, and -institutional smart 3D omniverse R&D ecosystem AuVerse will be built in NSW, affiliated with Queensland, and accessible to academia and industry. AuVerse will support cloud-based, reality-virtuality-fused, immersive, interactive and secure future-oriented digital design, development, training and society. In the new era of digital innovation and paradigm shift, AuVerse will substantially boo ....Federated Omniverse Facilities for Smart Digital Futures. A world-first trans-disciplinary, -domain, and -institutional smart 3D omniverse R&D ecosystem AuVerse will be built in NSW, affiliated with Queensland, and accessible to academia and industry. AuVerse will support cloud-based, reality-virtuality-fused, immersive, interactive and secure future-oriented digital design, development, training and society. In the new era of digital innovation and paradigm shift, AuVerse will substantially boost Australia’s pivotal research leadership and business competitiveness in nurturing new-generation, collaborative and transformative digital R&D and talent pipeline. It will enable large-scale strategic business innovation and transformation including smart manufacturing and Industry 4.0.Read moreRead less
Towards Generalisable and Unbiased Dynamic Recommender Systems. This project aims to develop the foundations, including models, methodology, and algorithms for building generalisable and unbiased dynamic recommender systems to facilitate intelligent decision-making, prompt contextualised and personalised strategic plans, and support context-aware action recourse. To ensure that fundamental principles, such as fairness and transparency, are respected, a set of algorithms and techniques are propos ....Towards Generalisable and Unbiased Dynamic Recommender Systems. This project aims to develop the foundations, including models, methodology, and algorithms for building generalisable and unbiased dynamic recommender systems to facilitate intelligent decision-making, prompt contextualised and personalised strategic plans, and support context-aware action recourse. To ensure that fundamental principles, such as fairness and transparency, are respected, a set of algorithms and techniques are proposed to develop recommender systems in a more responsible manner. The result of this project will not only maintain Australia's leadership in this frontier research area, but also serve as an excellent vehicle for the education and training of Australia's next generation of scholars and engineers.Read moreRead less
Development Of Australian Rural Research-in-progress Database REFER 93/250
Funder
Fisheries Research and Development Corporation
Funding Amount
$9,640.00
Summary
Objectives: 1. Update & expand the "Australian Rural Research in Progress" database to include all publicly funded rural research. 2. Promote to encourage use on-line, via CSIRONET, by research workers, research managers, administrators and research organisations
Australian Fisheries Management Forum Data And Digital Sharing Working Group Digital Strategy
Funder
Fisheries Research and Development Corporation
Funding Amount
$40,000.00
Summary
The project application is based on the findings of the recent survey of Australian fisheries jurisdictions commissioned by the AFMF regarding current and possible future use of industry digital systems. It is also an outcome of the combined expertise of the members of the AFMF Digital and Data Working group developing and using digital fisheries technologies including vessel monitoring systems (VMS), electronic logbooks (E-logs), on-line quota trading and electronic monitoring (E-monitoring).The project application is based on the findings of the recent survey of Australian fisheries jurisdictions commissioned by the AFMF regarding current and possible future use of industry digital systems. It is also an outcome of the combined expertise of the members of the AFMF Digital and Data Working group developing and using digital fisheries technologies including vessel monitoring systems (VMS), electronic logbooks (E-logs), on-line quota trading and electronic monitoring (E-monitoring).
The project will develop a national fisheries digital strategy that considers the use of digital technologies, data sharing and data governance as they relate to government fisheries agencies, fishing industry sectors and eNGOs with an interest in fisheries. It will consider past initiatives, the current state of the industry and future directions.
More than Machines will initially use the findings of the Current & Future Digital Data Systems in Australian Fisheries survey as a basis for the development of the digital strategy and rely heavily on Fishery and industry stakeholder consultation and co-creation to further develop the Fisheries digital strategy and to achieve the desired future ready outcomes. While the strategy will be designed to guide Fisheries it is acknowledged that the ultimate customers are the industry stakeholders so their consultation is essential.
The project will consider the current state of digitisation of the Australian Fisheries industries, current activities as well as Fisheries and industry projects already underway to put forward investment priorities, activities and the principles against which opportunities may be evaluated. While the content of the strategy will be driven by consultation, the strategy will ensure outcomes that enable and promote:
Collaboration and Interoperability Acknowledging and further understanding current challenges with sharing data within Fisheries and between Fisheries and their industries, the strategy will consider whole of sector approaches to data sharing, API development, fishery data platforms, specifications and investments that encourage interoperability and build trust sharing and leveraging data between fisheries, within supply chains, between industry organisations, with industry statutory bodies and with government.
Standards and Governance Through stakeholder consultation the strategy will prioritise and provide strategic alignment for the development of enabling Australian fisheries digital standards for data that also consider the needs and requirements for working within global markets. This will include consideration of a national fisheries digital governance framework aimed at building trust and providing the policies and procedures for data management that will provide consistency of use, security and quality of data to build data owner trust across the sector.
Development of enabling platforms. The strategy will consider the opportunities for fishery collaboration to develop core enabling digital infrastructure. This will be approached through the lens of understanding fisheries requirements, identifying commonalities and providing common investment opportunities. Additionally, ongoing initiatives currently underway across Australian Agriculture such as the Australian Agrifood Data Exchange data sharing platform will be considered and proposed where relevant.
Improved efficiencies, removing duplication, optimised use of available funding. The development of the strategy will include consideration of projects already in flight and opportunities to remove current areas of duplication as well as specifically providing future investment priorities that will de-duplicate effort and optimise the use of available funding to force multiply outcomes across fisheries.
Digital Capability Finally the development of overall digital capability across fisheries will be considered to ensure the workforce is prepared for and capable of intrinsically using digital technologies, identifying opportunities and business cases for the adoption of digital technology and able to receive the benefits that digital technologies can provide. The strategy will consider the investment priorities and partnerships that will need to be developed to achieve this.
It is intended that the strategy is endorsed by the AFMF Digital and Data Working group and AFMF stakeholders. The strategy will be a core Fisheries document, guiding jurisdictional collaboration, priorities and investment across industry and government to force multiply effort and provide a step change in digital adoption across Australian Fisheries. The project will develop a national fisheries digital strategy that considers the use of digital technologies as they relate to government fisheries agencies, fishing industry sectors and eNGOs with an interest in fisheries. It will consider past initiatives, the current state of the industry and future directions. Objectives: 1. Determine position: Validate and expand on the recommendations of the FutureCatch Consulting survey to define the priorities of the Digital Strategy through consultation and co-creation. 2. Development: Curate and set priorities from consultation process gaining endorsement from he AFMF Digital and Data Working Group and AFMF members. 3. Plan: Identify KPIs and iteratively collaborate with the AFMF Working Group to develop the final draft of the strategy. 4. Manage Performance: Finalise the strategy and receive approval from the AFMF Working Group and AFMF stakeholders for publication. 5. Monitor: Develop a progress and performance reporting approach for future performance management. Read moreRead less
Development And Implementation Of A National Standard For A Recreational Fisheries Database By All Fisheries Agencies Cancelled, Now 95/054
Funder
Fisheries Research and Development Corporation
Summary
Objectives: 1. To provide the tool to facilitate the build up of an on-going national information base 2. To ensure the database meets the standards set by the Fisheries Statistical Working Group 3. To ensure the database can be integrated with commercial catch and effort databases
Objectives: 1. To assess the feasibility of capturing live SBT in a state from which they can survive under agistment conditions 2. To grow out SBT in pontoons in the Port Lincoln area to assess: growth rates, total and in specivic period, feed conversion ratios, preferred feeds 3. To assess the influence of the SBT grow out on the environment with water quality testing by the SA Government 4. To assess the quality and market acceptance of farmed SBT 5. To provide an ....Objectives: 1. To assess the feasibility of capturing live SBT in a state from which they can survive under agistment conditions 2. To grow out SBT in pontoons in the Port Lincoln area to assess: growth rates, total and in specivic period, feed conversion ratios, preferred feeds 3. To assess the influence of the SBT grow out on the environment with water quality testing by the SA Government 4. To assess the quality and market acceptance of farmed SBT 5. To provide an example for other pontoon culturing or farming in Australia 6. To examine the possibility of breeding SBT 7. To provide a basis for sustainable biological research (eg Otoliths) Read moreRead less