Adversarial Perturbations Prevail in the Y-Channel of the YCbCr Color Space. - Camilo Pestana; Naveed Akhtar; Wei Liu 006; David G. Glance; Ajmal Mian (CoRR, 2020)

Attacking Image Classifiers To Generate 3D Textures. - Camilo Pestana; Ajmal Mian (3DV, 2021)

Assistive Signals for Deep Neural Network Classifiers. - Camilo Pestana; Wei Liu 006; David G. Glance; Robyn A. Owens; Ajmal Mian (CVPR Workshops, 2021)

Adversarial Attacks and Defense on Deep Learning Classification Models using YCbCr Color Images. - Camilo Pestana; Naveed Akhtar; Wei Liu 006; David G. Glance; Ajmal Mian (IJCNN, 2021)

Defense-friendly Images in Adversarial Attacks: Dataset and Metrics for Perturbation Difficulty. - Camilo Pestana; Wei Liu 006; David G. Glance; Ajmal Mian (WACV, 2021)

Physical world assistive signals for deep neural network classifiers - neither defense nor attack. - Camilo Pestana; Wei Liu 006; David G. Glance; Robyn A. Owens; Ajmal Mian (CoRR, 2021)

Transferable 3D Adversarial Textures using End-to-end Optimization. - Camilo Pestana; Naveed Akhtar; Nazanin Rahnavard; Mubarak Shah; Ajmal Mian (WACV, 2022)