Defense against adversarial attacks on deep learning in computer vision

Mian, Ajmal (Chief Investigator)

School of Physics, Mathematics and Computing

Project Details

Status	Active
Effective start/end date	1/01/19 → 31/12/21

Funding

Australian Research Council: AUD142,000.00
Australian Research Council: AUD137,000.00
Australian Research Council: AUD147,000.00

Access Project

http://purl.org/au-research/grants/arc/DP190102443

4 Article
3 Conference paper
2 Conference article

Deep Affinity Network for Multiple Object Tracking
Sun, S., Akhtar, N., Song, H., Mian, A. S. & Shah, M., 1 Jan 2021, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 1, p. 104-119 16 p.
Research output: Contribution to journal › Article

6 Citations (Scopus)
Attack to Explain Deep Representation
Jalwana, M. A. A. K., Akhtar, N., Bennamoun, M. & Mian, A., 2020, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 9540-9549 10 p., 9156888.
Research output: Contribution to journal › Conference article
1 Citation (Scopus)
Multidimensional ground reaction forces and moments from wearable sensor accelerations via deep learning
Johnson, W. R., Mian, A., Robinson, M. A., Verheul, J., Lloyd, D. G. & Alderson, J., 30 Jun 2020, In : IEEE Transactions on Biomedical Engineering. 10 p.
Research output: Contribution to journal › Article

Open Access