Session Organizers
Sepcial Session Topics
The topics of interest include, but are not limited to: Submission Method
Introduction of Session Organizers
Prof. Zhiwu Wu, Hefei University, China
Asst. Prof. Mengyuan Liu, Peking University, China
• Adversarial Attacks and Defenses in Visual Models
• Trustworthy and Robust Deep Vision Systems
• Privacy-preserving Visual Recognition
• Explainability and Interpretability in Secure Vision
• Secure Multi-modal Perception and Reasoning
• Visual Anomaly Detection in Open-world Settings
• Federated Learning for Secure Image and Video Analysis
• Benchmark Datasets and Evaluation for Visual Security
Submit your Full Paper (no less than 8 pages) or your paper abstract—without
publication (200–400 words)—via the
Online Submission
System, then choose Special Session 2 (Secure Visual Models).
Template Download
Prof. Zhiwu Wu
Hefei University, China
Zhiwu Wu, Ph.D., received his doctorate from the University of Science and
Technology of China in 2017 and is currently a Professor at Hefei
University. His research interests lie in secure artificial intelligence and
deep learning-driven visual perception computing. He has authored over 30
papers in top-tier journals and conferences, including IEEE Transactions
on Image Processing (TIP), CVPR, ICCV, ACL, IEEE Transactions on
Evolutionary Computation (TEVC), IEEE Transactions on Multimedia (TMM),
Information Fusion, and Pattern Recognition. He also serves as a
reviewer for several leading journals and conferences, such as TPAMI,
TIP, TMM, TCSVT, TEVC, PR, AAAI, and IJCAI.Asst. Prof. Mengyuan Liu
Peking University, China
Mengyuan Liu, Ph.D., is an Assistant Professor at the School of Information
Engineering, Peking University. His research vision focuses on enabling
robots to perceive and understand the human-centered physical world through
visual intelligence, thereby facilitating natural, intuitive, and
human-friendly human-computer interaction. He has published over 50 academic
papers in top-tier international conferences such as CVPR, ECCV, AAAI,
IJCAI, and ACM MM, as well as in leading journals including IEEE
Transactions on Multimedia (TMM), IEEE Transactions on Circuits and Systems
for Video Technology (TCSVT), Pattern Recognition, and IEEE Transactions on
Image Processing (TIP). His work has been cited more than 2,000 times,
with a single paper receiving over 600 citations. He has been recognized as
an ESI Highly Cited Researcher for three consecutive years.