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HITsz Computer Science, 2019 to 2023. SIGS, Tsinghua University, Computer Science 2023 up to now. Research interest: Trustworthy AI, Computer Vision.
- 公司
- Shenzhen International Graduate School, Tsinghua Univeristy.
- 位置
- Shenzhen, Guangdong Province, China
- Stars
- 401
- 粉丝 / 仓库
- 48
代表作品 / 项目
- Model-Inversion-Attack-ToolBox⭐ 197A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
- GIFD_Gradient_Inversion_Attack⭐ 52[ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.
- CGNC_Targeted_Adversarial_Attacks⭐ 39[ECCV-2024] Transferable Targeted Adversarial Attack, CLIP models, Generative adversarial network, Multi-target attacks
- CPGC_VLP_Universal_Attacks⭐ 38[ICCV-2025] Universal Adversarial Attack, Multimodal Adversarial Attacks, VLP models, Contrastive Learning, Cross-modal Perturbation Generator, Generative Attacks.
- IF-GMI⭐ 25[ECCV-2024 oral] Source code for our paper "A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks"