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Grant Award View - GA261314-V1
Defending Artificial Intelligence against deception attacks
GA ID:
GA261314-V1
Agency:
Department of Defence
Approval Date:
10-Aug-2022
Variation Publish Date:
28-Sep-2022
Variation Date:
30-Dec-2022
Category:
Humanities, Arts and Social Sciences (HASS) Research
Grant Term:
30-Dec-2022 to 29-Dec-2025
Value (AUD):
$573,693.00
(GST inclusive where applicable)
Varies:
GA261314
- Defending Artificial Intelligence against deception attacks
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
DoD 22/23 Defence Science and Technology
Grant Program:
National Intelligence and Security Discovery Research Grants
Grant Activity:
Defending Artificial Intelligence against deception attacks
Purpose:
Artificial Intelligence relies on deep learning as its central driving tool. However, deep learning is vulnerable to malicious attacks that can manipulate data or embed Trojans in the deep models to gain full control over the AI system. This project aims to secure AI systems for defense applications by comprehensively addressing its vulnerabilities to attacks. The outcomes are likely to enable the detection of malicious attacks on deep learning, identification of the attack sources, estimation of attackers' capabilities and cleansing of the model and data of the malignant effects. This will significantly advance our capability to understand and defend against AI vulnerabilities, thereby benefiting defense and modern technologies alike.
GO ID:
GO Title:
NISDRG (National Security Challenges) for funding commencing in 2022
Internal Reference ID:
NS22 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
The University of Western Australia
Recipient ABN:
37 882 817 280
Grant Recipient Location
Suburb:
NEDLANDS
Town/City:
NEDLANDS
Postcode:
6009
State/Territory:
WA
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
WA
Postcode:
6009
Country:
AUSTRALIA