Research Intertest
- Adversarial Learning
- Application of Adversarial Examples
- Physical Adversarial Attack
- AI Safety
EDUCATION
Zhejiang University SEPTEMBER 2021–Present
Puring Ph.D. Degress in College of Computer Science and Technology
Puring Ph.D. Degress in College of Computer Science and Technology
Ningbo University SEPTEMBER 2018–JUNE 2021
Received the M.S. Degree in Computer Applied Technology.
Received the M.S. Degree in Computer Applied Technology.
Jiangxi Normal University SEPTEMBER 2014–JUNE 2018
Received the B.S. Degree in Software Enginner.
Received the B.S. Degree in Software Enginner.
PUBLICATIONS
- Donghua Wang, Wen Yao, Tingsong Jiang and Xiaoqian Chen. Improving Transferability of Universal Adversarial Perturbation with Feature Disruption[J]. IEEE Transactions on Image Processing, 2023. [CODE]
- Donghua Wang, Wen Yao, Tingsong Jiang, Chao Li and Xiaoqian Chen. “RFLA: A Stealthy Reflected Light Adversarial Attack in the Physical World[C].” Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023: 4455-4465. [CODE]
- Donghua Wang, Wen Yao, Tingsong Jiang, Weien Zhou, Lang Lin and Xiaoqian Chen. “An invisible, robust copyright protection method for DNN-generated content[J].” Neural Networks, 2024: 106391. CODE.
- Donghua Wang , Wen Yao, Tingsong Jiang, Guijian Tang and Xiaoqian Chen. “A Survey on Physical Adversarial Attack in Computer Vision[J].”, [Paper List]
- Donghua Wang, Wen Yao , Tingsong Jiang and Xiaoqian Chen. “Advops: Decoupling Adversarial Examples[J].” Pattern Recognition, 2024, 149: 110252. [CODE].
- Donghua Wang, Tingsong Jiang, Jialiang Sun, Weien Zhou, Xiaoya Zhang, Zhiqiang Gong, Wen Yao and Xiaoqian Chen. “FCA: Learning a 3D Full-coverage Vehicle Camouflage for Multi-view Physical Adversarial Attack[C].”Proceedings of the AAAI Conference on Artificial Intelligence, 36(2), 2414-2422, 2022. [CODE]
- Donghua Wang, Li Dong, Rangding Wang, Diqun Yan. “Fast speech adversarial example generation for keyword spotting system with conditional GAN[J]”. Computer Communications, 2021: 145-156. [CODE]
- Donghua Wang, Rangding Wang, Li Dong, Diqun Yan, Yiming Ren. “Efficient generation of speech adversarial examples with generative model[C].” Digital Forensics and Watermarking: 19th International Workshop, IWDW 2020.
- Donghua Wang, Rangding Wang, Li Dong, Diqun Yan, Xueyuan Zhang, Yongkang Gong. “Adversarial examples attack and countermeasure for speech recognition system: A survey[C]” Proceedings of Security and Privacy in Digital Economy, vol 1268, 2020.
- Donghua Wang, Li Dong, Rangding Wang, Diqun Yan, Jie Wang. “Targeted speech adversarial example generation with generative adversarial network[J].” IEEE Access, 2020: 124503-124513. [CODE]
INTERESTS
- Reading. Paper & Book, focusing on AIGC and Multimodal.
- Biking & Football. Biking: average speed 30km/h, longest travel: 200km/day. Football: linkman.
PROJECTS & COMPETITIONS
- Firt Prize. The 17th China Post-Graduate Mathematical Contest in Modeling (2020)