Guest Lectures and Invited Talks
Guest Lectures and Webinar
Towards Copyright-preserving Dataset Sharing via Dataset Ownership Verification. The Webinar of IEEE Signal Processing Society (with Junfeng Guo), 2024/08/08. [Slides]
The Copyright Protection of Models and Datasets via Ownership Verification in Deep Learning, The Course of ‘The Introduction to AI Security’, Tsinghua University, 2022/12/02. [Slides]
Tutorials
- From Devil to Angel: Backdoor Attacks for AI Copyright Protection and Beyond. Southwest Jiaotong University, 2025/01/08. [Slides]
Invited Talks
Towards Dataset Copyright Auditing via Ownership Verification. Xi’an Jiaotong University (online), 2025/01/07. [Slides]
Protecting the Copyright of Public Datasets via Ownership Verification. West Lake Forum on Cyberspace Security, 2025/01/05. [Slides]
Protecting the Copyright of Public Datasets via Ownership Verification. Future Artificial Intelligence Forum, Beihang University, 2024/12/09. [Slides]
Towards Theory-guided Backdoor Learning. International Conference on Mathematical Theory of Deep Learning, 2024/08/07. [Slides] [Video]
From Devil to Angel: Backdoor Attacks for AI Copyright Protection and Beyond. Michigan State University Data Science and Engineering Lab (MSU-DSE Lab) (online), 2024/04/30. [Slides]
Dataset Copyright Protection and Beyond, Huawei Canada (online), 2024/01/02.
A Blessing in Disguise: Backdoor Attacks as Watermarks for Dataset Copyright Protection, NeurIPS BUGS Workshop (online), 2023/12/15. [Slides] [Video]
A Blessing in Disguise: Devil and Angel in Backdoor Attacks, HKUST-GZ, 2023/06/08. [Slides]
Poisoning-based Backdoor Attacks in Computer Vision, CISPA Helmholtz Center for Information Security (online), 2023/02/17. [Slides]
Poisoning-based Backdoor Attacks in Computer Vision, Huawei (online), 2022/12/22. [Slides]
The Copyright Protection of Models and Datasets via Ownership Verification, IJCAI-China, 2022/11/07. [Slides]
How to Write Your Cover Letter and Rebuttal, Academic Servicing Center of Tsinghua University (online), 2022/03/26. [Resources] [Video]
How to Write Your Conference Rebuttal: A Reviewer’s Perspective, VALSE Student Seminar (online), 2022/01/23. [Slides][Video]
Backdoor Attacks in Image Classification, Nanjing University of Science and Technology (online), 2021/12/03. [Slides][Video]
A Brief Introduction of Backdoor Attack, TechBeat (online), 2021/09/29. [Slides][Video]
A Brief Introduction of Backdoor Attack in the Low-level Computer Vision, Virginia Tech (online), 2021/08/12. [Slides]
Defending against Model Stealing via Verifying Embedded External Features, ICML Workshop (online), 2021/07/24. [Slides]
A Brief Introduction of Backdoor Learning, Southwest Jiaotong University, 2021/04/12. [Slides]
Backdoor Attack: A New Security Threat towards the Training of DNNs, AI Drive (online), 2021/01/20. [Slides][Video]
A Brief Introduction of Backdoor Learning, The Chinese University of Hong Kong, Shenzhen (CUHK-SZ), 2020/12/05. [Slides]
How to Improve Model Robustness via Adopting Unlabeled Data, CCF Young Computer Scientists & Engineers Forum, Shenzhen (CCF-YOCSEF-SZ), 2020/08/22. [Slides]