Linkage Projects - Grant ID: LP200200084

Funding Activity

Website
https://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/LP200200084

Funding Status
Active

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Funded Activity Summary

Defending AI based FinTech Systems against Model Extraction Attacks. This project aims to develop new methods for defending artificial intelligence (AI) based FinTech systems from highly potent and insidious model extraction attacks whereby an adversary can steal the AI model from the system to cause intellectual property (IP) violation, business advantage disruption, and financial loss. This can be achieved by examining various attack models, creating active and utility-preserving defences, and inventing non-removable watermarks on AI models. The outcomes are new tools for securing AI-based FinTech systems before deployment and tools for IP violation forensics post-deployment. Such capabilities are beneficial by improving the security and safety of FinTech systems and other nationally critical AI systems.

Funded Activity Details

Start Date: 15-10-2021

End Date: 14-10-2024

Funding Scheme: Linkage Projects

Funding Amount: $407,839.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Information Systems Management | Computer Software | Computer System Security |

ANZSRC Socio-Economic Objective (SEO)

Application Software Packages (excl. Computer Games) | Application Tools and System Utilities

Other Keywords

Application Software Packages (excl. Computer Games) | Application Tools and System Utilities | Computer Software | Computer System Security | Information Systems Management

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