Expanding the Frontiers of Provably Secure Watermarking. This project aims to bridge the gap between previous studies on provably secure watermarking and its real-world applications. Since watermarkin
Description
Expanding the Frontiers of Provably Secure Watermarking. This project aims to bridge the gap between previous studies on provably secure watermarking and its real-world applications. Since watermarking techniques are widely used in practice, it is hoped that they can be used to detect the output of artificial intelligence (AI) algorithms. However, existing solutions from academia do not match the practical requirements. The expected outcomes of this project include novel concepts and methods for constructing watermarking schemes that will support a wider class of watermarking targets, have better security guarantees, and use less resources. This will narrow the gap between theory and practice in the field, reduce AI-assisted cyberattacks, and help to safeguard cybersecurity for all Australians.. Scheme: Discovery Early Career Researcher Award. Field: 4604 - Cybersecurity and Privacy. Lead: Dr Rupeng Yang