Mr Yanghao Zhang

Safeguarding Large Language Models: A Survey (Preprint)

DeepGRE: Global Robustness Evaluation of Deep Neural Networks (Conference Paper)

DOI: 10.1109/icassp48485.2024.10446884

Towards Fairness-Aware Adversarial Learning (Preprint)

Reward Certification for Policy Smoothed Reinforcement Learning (Preprint)

A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation (Preprint)

Generalizing universal adversarial perturbations for deep neural networks (Journal article)

DOI: 10.1007/s10994-023-06306-z

Self-adaptive Adversarial Training for Robust Medical Segmentation (Conference Paper)

DOI: 10.1007/978-3-031-43898-1_69

Tutorials on Testing Neural Networks (Preprint)

Generalizing Universal Adversarial Attacks Beyond Additive Perturbations (Conference Paper)

DOI: 10.1109/ICDM50108.2020.00186

Generalizing Universal Adversarial Attacks Beyond Additive Perturbations (Preprint)

Dual sparse learning via data augmentation for robust facial image classification (Journal article)

DOI: 10.1007/s13042-020-01067-w

Synthetic training samples for enhanced locality-constrained dictionary learning (Journal article)

DOI: 10.1049/joe.2018.8311

GNN-CRC: Discriminative Collaborative Representation-Based Classification via Gabor Wavelet Transformation and Nearest Neighbor (Journal article)

DOI: 10.1007/s12204-018-1960-7

Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification (Preprint)