Rethinking Maximum-Margin Softmax for Adversarial Robustness

Visual Affordance and Function Understanding

(2021) Mohammed Hassanin et al.   ACM COMPUTING SURVEYS

On the Relationship between Generalization and Robustness to Adversarial Examples

(2021) Anibal Pedraza et al.   Symmetry-Basel

Mitigating the impact of adversarial attacks in very deep networks

(2021) Mohammed Hassanin et al.   APPLIED SOFT COMPUTING

Adversarial Autoencoder Based Feature Learning for Fault Detection in Industrial Processes

(2021) Kyojin Jang et al.   IEEE Transactions on Industrial Informatics

Threat of Adversarial Attacks on DL-Based IoT Device Identification

(2021) Zhida Bao et al.   IEEE Internet of Things Journal

Robustness Evaluations of Sustainable Machine Learning Models Against Data Poisoning Attacks in the Internet of Things

(2020) Corey Dunn et al.   Sustainability

Additive Margin Softmax for Face Verification

(2018) Feng Wang et al.   IEEE SIGNAL PROCESSING LETTERS

JointMMCC: Joint Maximum-Margin Classification and Clustering of Imaging Data

(2012) Roman Filipovych et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING