Pinned Repositories
ASGT
Implementation of the paper "Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach"
Defensive-Approximation
Implementation of our proposed defense strategy against adversarial attacks "Defensive Approximation (DA)"
Naturalistic-Adversarial-Patch
ICCV 2021
Offline-Online-Model-ROOM-
OOM: Adversarial Machine Learning Attacks Under Time Constraints
Stochastic-Input-Transformation
A stochastic input pre-processing technique based on a process of down-sampling/up-sampling using convolution and transposed convolution layers. Defending convolutional neural network against adversarial attacks.
AG-X09's Repositories
AG-X09/Defensive-Approximation
Implementation of our proposed defense strategy against adversarial attacks "Defensive Approximation (DA)"
AG-X09/Offline-Online-Model-ROOM-
OOM: Adversarial Machine Learning Attacks Under Time Constraints
AG-X09/ASGT
Implementation of the paper "Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach"
AG-X09/Naturalistic-Adversarial-Patch
ICCV 2021
AG-X09/Stochastic-Input-Transformation
A stochastic input pre-processing technique based on a process of down-sampling/up-sampling using convolution and transposed convolution layers. Defending convolutional neural network against adversarial attacks.