Yuan Xun

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Secret Information

Digital Watermark

Multimodal Data

Training Examples

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Inf. Forensics Secur.

Publications

Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip Torr
A Survey on Transferability of Adversarial Examples Across Deep Neural Networks. Trans. Mach. Learn. Res. 2024 (2024)
Xinwei Liu, Xiaojun Jia, Yuan Xun, Siyuan Liang, Xiaochun Cao
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning. CoRR (2024)
Yuan Xun, Xiaojun Jia, Jindong Gu, Xinwei Liu, Qing Guo, Xiaochun Cao
Minimalism is King! High-Frequency Energy-Based Screening for Data-Efficient Backdoor Attacks. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao
Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI (2024)
Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao
Does Few-shot Learning Suffer from Backdoor Attacks? CoRR (2024)
Siyuan Liang, Kuanrong Liu, Jiajun Gong, Jiawei Liang, Yuan Xun, Ee-Chien Chang, Xiaochun Cao
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning. CoRR (2024)
Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip H. S. Torr
A Survey on Transferability of Adversarial Examples across Deep Neural Networks. CoRR (2023)
Jianbo Chen, Xinwei Liu, Siyuan Liang, Xiaojun Jia, Yuan Xun
Universal Watermark Vaccine: Universal Adversarial Perturbations for Watermark Protection. CVPR Workshops (2023)
ShuMin Liu, Jiajia Chen, Yuan Xun, Xiaojin Zhao, Chip-Hong Chang
A New Polarization Image Demosaicking Algorithm by Exploiting Inter-Channel Correlations With Guided Filtering. IEEE Trans. Image Process. 29 (2020)