AIPA: An adversarial imperceptible patch attack on medical datasets and its interpretability

Deep learning models in medical image analysis

(2022) Masayuki Tsuneki   Journal of Oral Biosciences

Mitigating adversarial evasion attacks by deep active learning for medical image classification

(2022) Usman Ahmed et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Securing Facial Bioinformation by Eliminating Adversarial Perturbations

(2022) Feng Ding et al.   IEEE Transactions on Industrial Informatics

Project Gradient Descent Adversarial Attack against Multisource Remote Sensing Image Scene Classification

(2021) Yan Jiang et al.   Security and Communication Networks

Explainable AI: A Review of Machine Learning Interpretability Methods

(2020) Pantelis Linardatos et al.   Entropy

One Pixel Attack for Fooling Deep Neural Networks

(2019) Jiawei Su et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

(2015) Sebastian Bach et al.   PLoS One