DANAA: Towards Transferable Attacks with Double Adversarial Neuron Attribution. - Zhibo Jin; Zhiyu Zhu; Xinyi Wang 005; Jiayu Zhang 001; Jun Shen 001; Huaming Chen (ADMA (2), 2023)

POSTER: ML-Compass: A Comprehensive Assessment Framework for Machine Learning Models. - Zhibo Jin; Zhiyu Zhu; Hongsheng Hu; Minhui Xue 001; Huaming Chen (AsiaCCS, 2023)

FVW: Finding Valuable Weight on Deep Neural Network for Model Pruning. - Zhiyu Zhu; Huaming Chen; Zhibo Jin; Xinyi Wang 005; Jiayu Zhang 001; Minhui Xue 001; Qinghua Lu 001; Jun Shen 001; Kim-Kwang Raymond Choo (CIKM, 2023)

Improving Adversarial Transferability via Frequency-based Stationary Point Search. - Zhiyu Zhu; Huaming Chen; Jiayu Zhang 001; Xinyi Wang 005; Zhibo Jin; Qinghua Lu 001; Jun Shen 001; Kim-Kwang Raymond Choo (CIKM, 2023)

Towards Minimising Perturbation Rate for Adversarial Machine Learning with Pruning. - Zhiyu Zhu; Jiayu Zhang 001; Zhibo Jin; Xinyi Wang 005; Minhui Xue 001; Jun Shen 001; Kim-Kwang Raymond Choo; Huaming Chen (ECML/PKDD (1), 2023)

MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks. - Zhiyu Zhu; Huaming Chen; Jiayu Zhang 001; Xinyi Wang 005; Zhibo Jin; Minhui Xue 001; Dongxiao Zhu; Kim-Kwang Raymond Choo (AAAI, 2024)

Improving Adversarial Transferability via Frequency-Guided Sample Relevance Attack. - Xinyi Wang 005; Zhibo Jin; Zhiyu Zhu; Jiayu Zhang 001; Huaming Chen (CIKM, 2024)

Enhancing Transferable Adversarial Attacks on Vision Transformers through Gradient Normalization Scaling and High-Frequency Adaptation. - Zhiyu Zhu; Xinyi Wang 005; Zhibo Jin; Jiayu Zhang 001; Huaming Chen (ICLR, 2024)

AttEXplore: Attribution for Explanation with model parameters eXploration. - Zhiyu Zhu; Huaming Chen; Jiayu Zhang 001; Xinyi Wang 005; Zhibo Jin; Jason Xue 002; Flora D. Salim (ICLR, 2024)

Iterative Search Attribution for Deep Neural Networks. - Zhiyu Zhu; Huaming Chen; Xinyi Wang 005; Jiayu Zhang 001; Zhibo Jin; Jason Xue 002; Jun Shen 001 (ICML, 2024)

Enhancing Model Interpretability with Local Attribution over Global Exploration. - Zhiyu Zhu; Zhibo Jin; Jiayu Zhang 001; Huaming Chen (ACM Multimedia, 2024)

Leveraging Information Consistency in Frequency and Spatial Domain for Adversarial Attacks. - Zhibo Jin; Jiayu Zhang 001; Zhiyu Zhu; Xinyi Wang 005; Yiyun Huang; Huaming Chen (PRICAI (1), 2024)

GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model. - Zhiyu Zhu; Huaming Chen; Xinyi Wang 005; Jiayu Zhang 001; Zhibo Jin; Kim-Kwang Raymond Choo; Jun Shen 001; Dong Yuan 001 (SDM, 2024)

Benchmarking Transferable Adversarial Attacks. - Zhibo Jin; Jiayu Zhang 001; Zhiyu Zhu; Huaming Chen (CoRR, 2024)

DMS: Addressing Information Loss with More Steps for Pragmatic Adversarial Attacks. - Zhiyu Zhu; Jiayu Zhang 001; Xinyi Wang 005; Zhibo Jin; Huaming Chen (CoRR, 2024)

Enhancing Adversarial Attacks via Parameter Adaptive Adversarial Attack. - Zhibo Jin; Jiayu Zhang 001; Zhiyu Zhu; Chenyu Zhang; Jiahao Huang; Jianlong Zhou; Fang Chen 001 (CoRR, 2024)

Enhancing Transferability of Adversarial Attacks with GE-AdvGAN+: A Comprehensive Framework for Gradient Editing. - Zhibo Jin; Jiayu Zhang 001; Zhiyu Zhu; Yuchen Zhang; Jiahao Huang; Jianlong Zhou; Fang Chen 001 (CoRR, 2024)

AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems. - Zhiyu Zhu; Zhibo Jin; Hongsheng Hu; Minhui Xue 001; Ruoxi Sun 001; Seyit Camtepe; Praveen Gauravaram; Huaming Chen (CoRR, 2024)

Attribution for Enhanced Explanation with Transferable Adversarial eXploration. - Zhiyu Zhu; Jiayu Zhang 001; Zhibo Jin; Huaming Chen; Jianlong Zhou; Fang Chen 001 (CoRR, 2024)

A Vision-Transformer-Based Convex Variational Network for Bridge Pavement Defect Segmentation. - Haochen Qi; Xiangwei Kong; Zhibo Jin; Jiqiang Zhang; Zinan Wang (IEEE Trans. Intell. Transp. Syst., 2024)

Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability. - Zhiyu Zhu; Zhibo Jin; Jiayu Zhang 001; Nan Yang; Jiahao Huang; Jianlong Zhou; Fang Chen 001 (ICLR, 2025)

Improving Adversarial Transferability via Decision Boundary Adaptation. - Jiayu Zhang 001; Zhiyu Zhu; Zhibo Jin; Xinyi Wang 005; Huaming Chen; Kim-Kwang Raymond Choo (UAI, 2025)

PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN. - Jiayu Zhang 001; Zhiyu Zhu; Xinyi Wang 005; Silin Liao; Zhibo Jin; Flora D. Salim; Huaming Chen (CoRR, 2025)

Rethinking Transferable Adversarial Attacks With Double Adversarial Neuron Attribution. - Zhiyu Zhu; Zhibo Jin; Xinyi Wang 005; Jiayu Zhang 001; Huaming Chen; Kim-Kwang Raymond Choo (IEEE Trans. Artif. Intell., 2025)

ABE: A Unified Framework for Robust and Faithful Attribution-Based Explainability. - Zhiyu Zhu; Jiayu Zhang 001; Zhibo Jin; Fang Chen 001; Jianlong Zhou (CoRR, 2025)