Discovery Projects - Grant ID: DP230100246

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP230100246

Funding Status
Active

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Funded Activity Summary

Deep Learning Attacks and Active Defences: A Cybersecurity Perspective. The belief that deep learning technology is imperative for economic development, military control, and strategic competitiveness has accelerated its development across the globe. However, experience has revealed the disappointing fact that deep learning models are vulnerable to a range of security attacks. Hence, a series of methodologies and defence strategies will be devised that make deep learning systems robust to these attacks. The methodologies require analysing attack lifecycles to identify them in their early stages. With this knowledge, active defence methods and forensic strategies can be developed to ensure efficient defences and prevent further attacks. Moreover, the outputs will be generalisable to most deep learning services.

Funded Activity Details

Start Date: 01-01-2023

End Date: 31-12-2025

Funding Scheme: Discovery Projects

Funding Amount: $482,610.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Data security and protection | Data and information privacy | Cybersecurity and privacy |

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Cybersecurity | Cybersecurity and privacy | Data and information privacy | Data security and protection

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