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Grant Award View - GA68504
Learning the Focus of Attention to Detect Distributed Coordinated...
GA ID:
GA68504
Agency:
Australian Research Council
Approval Date:
20-Dec-2019
Publish Date:
6-Jan-2020
Category:
Science, Technology, Engineering and Mathematics (STEM) Research
Grant Term:
18-Aug-2020 to 30-Apr-2024
Original: 1-Jan-2020 to 31-Dec-2022
Value (AUD):
$477,000.00
(GST inclusive where applicable)
Variations:
- GA68504-V4 - Variation to Grant (27-Mar-2024 )
- GA68504-V3 - Variation to Grant (20-Oct-2021 )
- GA68504-V2 - Variation to Grant (2-Aug-2021 )
- GA68504-V1 - Variation to Grant (11-Nov-2020 )
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 19/20 Discovery
Grant Program:
Discovery Projects
Grant Activity:
Learning the Focus of Attention to Detect Distributed Coordinated Attacks
Purpose:
Cyber security analysts need to detect and respond to attacks as soon as possible, to minimise the damage attackers can inflict. However, the growth in highly distributed attacks that span multiple networks has meant that massive volumes of data need to be analysed. While machine learning techniques can help filter the data, we need techniques that can automatically provide a focus of attention for analysts on the most relevant observations. Our aim is to devise a novel suite of attention mechanisms that can focus the search of machine learning techniques for cyber security. The results of this project will improve the accuracy and efficiency of detecting distributed attacks across multiple networks.
GO ID:
GO Title:
Discovery Projects for funding commencing in 2020
Internal Reference ID:
DP20 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
The University of Melbourne
Recipient ABN:
84 002 705 224
Grant Recipient Location
Suburb:
UNIVERSITY OF MELBOURNE
Town/City:
UNIVERSITY OF MELBOURNE
Postcode:
3010
State/Territory:
VIC
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
VIC
Postcode:
3010
Country:
AUSTRALIA