To access this element change to forms mode OFF
Grant Award View - GA214477-V2
Blockchain-Enabled Federated Learning for Secure and Decentralised...
GA ID:
GA214477-V2
Agency:
Australian Research Council
Approval Date:
18-Jan-2022
Variation Publish Date:
6-Jul-2023
Variation Date:
4-Jul-2023
Category:
Science, Technology, Engineering and Mathematics (STEM) Research
Grant Term:
1-Aug-2022 to 31-Jul-2025
Value (AUD):
$455,000.00
(GST inclusive where applicable)
Varies:
GA214477
- Blockchain-Enabled Federated Learning for Secure and Decentralised Learning
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 21/22 Discovery
Grant Program:
Discovery Projects
Grant Activity:
Blockchain-Enabled Federated Learning for Secure and Decentralised Learning
Purpose:
This project aims to develop novel blockchain-enabled federated learning techniques for secure and decentralised learning. It addresses an important and urgent machine learning problem, that is, the data useful for training machine learning models are often held by different owners who are not willing to share their data due to privacy concerns, resulting in isolated data islands. The project will result in a set of innovative algorithms that provide solutions to the key challenges in blockchain-enabled federated learning. The expected outcomes of the project will dramatically advance the frontier of machine learning and blockchain research, and have massive social and economic benefits for Australia and international communities.
GO ID:
GO Title:
Discovery Projects for funding commencing in 2022
Internal Reference ID:
DP22 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
Deakin University
Recipient ABN:
56 721 584 203
Grant Recipient Location
Suburb:
GEELONG
Town/City:
GEELONG
Postcode:
3220
State/Territory:
VIC
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
VIC
Postcode:
3220
Country:
AUSTRALIA