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
Changing your mind by changing your brain: An interventionist perspective on cognitive neuroscience. Functional neuroimaging provides a tremendous amount of information about the brain, but what it shows about the mind is less clear. Addressing this fundamental philosophical question requires developing a detailed account of theory-testing in cognitive neuroscience. This project aims to connect neuroimaging to theories of explanation that focus on the way one variable can make a difference to an ....Changing your mind by changing your brain: An interventionist perspective on cognitive neuroscience. Functional neuroimaging provides a tremendous amount of information about the brain, but what it shows about the mind is less clear. Addressing this fundamental philosophical question requires developing a detailed account of theory-testing in cognitive neuroscience. This project aims to connect neuroimaging to theories of explanation that focus on the way one variable can make a difference to another. By linking neuroimaging to facts about manipulable relationships between the brain and the mind, it will also provide a bridge between neuroimaging and complementary technologies for directly intervening on the brain. This, in turn, will provide a platform from which to explore the theoretical and ethical consequences of direct brain manipulation.Read moreRead less