Data sharing with strong privacy against inference attacks. This project aims to develop theories and techniques for strong protection of personal information in sharing large datasets such as national health data or census records. It intends to achieve this through developing new information theoretic methods for synthesising datasets with proven high fidelity and protection against re-identification and inference attacks, where attackers try to learn probability of sensitive data. The expecte ....Data sharing with strong privacy against inference attacks. This project aims to develop theories and techniques for strong protection of personal information in sharing large datasets such as national health data or census records. It intends to achieve this through developing new information theoretic methods for synthesising datasets with proven high fidelity and protection against re-identification and inference attacks, where attackers try to learn probability of sensitive data. The expected outcomes are algorithms for public and private sector data curators to dial up or down their data access arrangements based on privacy risks and fidelity demands linked with different data types and uses. This project intends to enable Australians to securely benefit from valuable data in decision making.Read moreRead less
Reconciliation strategies for continuous variable quantum key distribution. This project aims to advance a novel key distribution method, called quantum key distribution, which distributes secure keys using the quantum state of optical channels. Key distribution is a foundational part of data security, allowing digital keys to be securely exchanged between two or more parties, before they are used to protect and share information. The expected outcome is new rateless error correction codes desi ....Reconciliation strategies for continuous variable quantum key distribution. This project aims to advance a novel key distribution method, called quantum key distribution, which distributes secure keys using the quantum state of optical channels. Key distribution is a foundational part of data security, allowing digital keys to be securely exchanged between two or more parties, before they are used to protect and share information. The expected outcome is new rateless error correction codes designed specifically to implement quantum key distribution over long distances. Quantum key distribution is beneficial for ultra-secure communications as it avoids the vulnerability to weak random numbers and quantum-computing brute force attacks that currently threated the security of data protected by existing methods. Read moreRead less
ARC Centre of Excellence in Exciton Science. This Centre aims to manipulate the way light energy is absorbed, transported and transformed in advanced molecular materials. The research programme spans high-throughput computational screening, single molecule photochemistry and ultrafast spectroscopy and embraces innovative outreach and commercial translation activities. The Centre plans to capture the knowledge generated as new intellectual property, materials processing know-how, and through the ....ARC Centre of Excellence in Exciton Science. This Centre aims to manipulate the way light energy is absorbed, transported and transformed in advanced molecular materials. The research programme spans high-throughput computational screening, single molecule photochemistry and ultrafast spectroscopy and embraces innovative outreach and commercial translation activities. The Centre plans to capture the knowledge generated as new intellectual property, materials processing know-how, and through the creation of new employment opportunities. The expected outcomes and benefits include new Australian technologies in solar energy conversion, energy-efficient lighting and displays, security labelling and optical sensor platforms for defence.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC200100023
Funder
Australian Research Council
Funding Amount
$4,920,490.00
Summary
ARC Training Centre for The Global Hydrogen Economy. The centre aims to transform Australia into a hydrogen powerhouse by building enabling capacity in hydrogen innovation in a short timeframe. Australia is well-positioned to capitalise on the emerging global growth of hydrogen, however to be competitive and produce at scale, we need cost-effective hydrogen technologies and capabilities for transitioning hydrogen into industries. This innovative, five-year program will generate new technologies ....ARC Training Centre for The Global Hydrogen Economy. The centre aims to transform Australia into a hydrogen powerhouse by building enabling capacity in hydrogen innovation in a short timeframe. Australia is well-positioned to capitalise on the emerging global growth of hydrogen, however to be competitive and produce at scale, we need cost-effective hydrogen technologies and capabilities for transitioning hydrogen into industries. This innovative, five-year program will generate new technologies and equip a future workforce of industry-focused engineers with advanced skills for development and scaling-up of hydrogen generation and transport. Benefits include: export of hydrogen fuel and advanced technologies; job creation; and a lower emissions domestic energy industry.Read moreRead less