| Backdoor Learning: A Survey Y Li, B Wu, Y Jiang, Z Li, ST Xia arXiv preprint arXiv:2007.08745, 2020 | 34 | 2020 |
| Backdoor Attack in the Physical World Y Li, T Zhai, Y Jiang, Z Li, ST Xia ICLR Workshop on Robust and Reliable Machine Learning in the Real World, 2021 | 26* | 2021 |
| Targeted Attack for Deep Hashing based Retrieval J Bai*, B Chen*, Y Li*, D Wu, W Guo, ST Xia, E Yang European Conference on Computer Vision (ECCV), 2020 | 18 | 2020 |
| Manhattan Property of Geodesic Paths on Self-affine Carpets Y Li, L Xi Archiv der Mathematik 111 (3), 279-285, 2018 | 10 | 2018 |
| Backdoor Attack against Speaker Verification T Zhai*, Y Li*, Z Zhang, B Wu, Y Jiang, ST Xia IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021 | 8 | 2021 |
| Invisible Backdoor Attack with Sample-Specific Triggers Y Li, Y Li, B Wu, L Li, R He, S Lyu International Conference on Computer Vision (ICCV), 2021 | 7* | 2021 |
| Rectified Decision Trees: Exploring the Landscape of Interpretable and Effective Machine Learning Y Li, J Bai, J Li, X Yang, Y Jiang, ST Xia arXiv preprint arXiv:2008.09413, 2020 | 7* | 2020 |
| Toward Adversarial Robustness via Semi-supervised Robust Training Y Li, B Wu, Y Feng, Y Fan, Y Jiang, Z Li, ST Xia arXiv preprint arXiv:2003.06974, 2020 | 6 | 2020 |
| Adversarial Defense via Local Flatness Regularization J Xu*, Y Li*, Y Jiang, ST Xia IEEE International Conference on Image Processing (ICIP), 2020 | 6 | 2020 |
| Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits J Bai, B Wu, Y Zhang, Y Li, Z Li, ST Xia International Conference on Learning Representations (ICLR), 2021 | 3 | 2021 |
| TNT: An Interpretable Tree-Network-Tree Learning Framework using Knowledge Distillation J Li, Y Li, X Xiang, ST Xia, S Dong, Y Cai Entropy 22 (11), 1203, 2020 | 3 | 2020 |
| Open-sourced Dataset Protection via Backdoor Watermarking Y Li, Z Zhang, J Bai, B Wu, Y Jiang, ST Xia NeurIPS Workshop on Dataset Curation and Security, 2020 | 3 | 2020 |
| Traffic Flow Prediction with Big Data: A Learning Approach based on SIS-complex networks Y Li, L Zhao, Z Yu, S Wang IEEE Information Technology, Networking, Electronic and Automation Control …, 2017 | 3 | 2017 |
| Hidden Backdoor Attack against Semantic Segmentation Models Y Li, Y Li, Y Lv, Y Jiang, ST Xia ICLR Workshop on Security and Safety in Machine Learning Systems, 2021 | 1 | 2021 |
| Visual Privacy Protection via Mapping Distortion Y Li, P Liu, Y Jiang, ST Xia IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021 | 1 | 2021 |
| --means: A Robust and Stable -means Variant Y Li, Y Zhang, Q Tang, W Huang, Y Jiang, ST Xia IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021 | 1 | 2021 |
| Regional Adversarial Training for Better Robust Generalization C Song, Y Fan, Y Yang, B Wu, Y Li, Z Li, K He arXiv preprint arXiv:2109.00678, 2021 | | 2021 |
| Defending against Model Stealing via Verifying Embedded External Features L Zhu*, Y Li*, X Jia, Y Jiang, ST Xia, X Cao ICML 2021 Workshop on Adversarial Machine Learning, 2021 | | 2021 |
| Multinomial Random Forest: Toward Consistency and Privacy-Preservation Y Li, J Bai, J Li, X Yang, Y Jiang, C Li, ST Xia arXiv preprint arXiv:1903.04003, 2019 | | 2019 |
Shu-Tao XiaTsinghua University在 sz.tsinghua.edu.cn 的电子邮件经过验证
