The Vulnerability of Learning to Adversarial Perturbation Increases with Intrinsic Dimensionality
Laurent Amsaleg, James Bailey, Dominique Barbe, Sarah Erfani, Michael E Houle, Nguyen Vinh, Milos Radovanovic
NII Technical Reports | IEEE | Published : 2017
Awarded by Australian Research Council
Awarded by JSPS Kakenhi
Awarded by Serbian Ministry of Education, Science and Technological Development
Laurent Amsaleg is in part supported by the European CHIST-ERA ID_IOT project. James Bailey, Sarah Erfani and Vinh Nguyen are in part supported by the Australian Research Council via grant number DP140101969. Vinh Nguyen is in part supported by a University of Melbourne ECR grant. Michael E. Houle is in part supported by JSPS Kakenhi Kiban (A) Research Grant 25240036 and Kiban (B) Research Grant 15H02753. Milos Radovanovic is in part supported by the Serbian Ministry of Education, Science and Technological Development through project number OI174023.