Towards Evaluating the Robustness of Deep Diagnostic Models by
Adversarial Attack

Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack

5 March 2021

Papers citing "Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack"

11 / 11 papers shown

Title
Accurate Explanation Model for Image Classifiers using Class Association Embedding Ruitao Xie Jingbang Chen Limai Jiang Rui Xiao Yi-Lun Pan Yunpeng Cai 55 4 0 31 Dec 2024
Securing the Diagnosis of Medical Imaging: An In-depth Analysis of AI-Resistant Attacks A. Biswas Md Abdullah Al Nasim Chen Chen Weiming Zhuang Abdur Rashid AAML 26 0 0 01 Aug 2024
The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI Anna Stubbin Thompson Chyrikov Jim Zhao Christina Chajo 23 0 0 23 Mar 2024
Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation Ruitao Xie Jingbang Chen Limai Jiang Ru Xiao Yi-Lun Pan Yunpeng Cai GAN MedIm 19 0 0 12 Jun 2023
Adversarial Attack and Defense for Medical Image Analysis: Methods and Applications Junhao Dong Junxi Chen Xiaohua Xie Jianhuang Lai H. Chen AAML MedIm 25 16 0 24 Mar 2023
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Omid Nejati Manzari Hamid Ahmadabadi Hossein Kashiani S. B. Shokouhi Ahmad Ayatollahi ViT MedIm 21 176 0 19 Feb 2023
On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices Salah Ghamizi Maxime Cordy Michail Papadakis Yves Le Traon OOD 6 2 0 15 Dec 2022
InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle Mengting Xu Tao Zhang Zhongnian Li Daoqiang Zhang AAML 35 16 0 23 Jun 2022
Adversarial attacks on an optical neural network Shuming Jiao Z. Song S. Xiang AAML 19 2 0 29 Apr 2022
AutoMO-Mixer: An automated multi-objective Mixer model for balanced, safe and robust prediction in medicine X. Chen Jiahuan Lv Dehua Feng X. Mou L. Bai Shu Zhang Zhiguo Zhou 10 1 0 04 Mar 2022
MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack Mengting Xu Tao Zhang Daoqiang Zhang AAML MedIm 8 23 0 29 Nov 2021