| Defensive dropout for hardening deep neural networks under adversarial attacks S Wang, X Wang, P Zhao, W Wen, D Kaeli, P Chin, X Lin ICCAD 2018, 2018 | 80 | 2018 |
| Protecting neural networks with hierarchical random switching: Towards better robustness-accuracy trade-off for stochastic defenses X Wang, S Wang, PY Chen, Y Wang, B Kulis, X Lin, P Chin IJCAI 2019, 2019 | 54 | 2019 |
| Deep learning-based classification and anomaly detection of side-channel signals X Wang, Q Zhou, J Harer, G Brown, S Qiu, Z Dou, J Wang, A Hinton, ... SPIE Cyber Sensing 2018, 2018 | 46 | 2018 |
| Defending dnn adversarial attacks with pruning and logits augmentation S Wang, X Wang, S Ye, P Zhao, X Lin GlobalSIP 2018, 2018 | 38* | 2018 |
| Block Switching: A Stochastic Approach for Deep Learning Security X Wang, S Wang, PY Chen, X Lin, P Chin KDD Workshop 2019, 2020 | 27 | 2020 |
| Characteristic examples: High-robustness, low-transferability fingerprinting of neural networks S Wang, X Wang, PY Chen, P Zhao, X Lin International Joint Conferences on Artificial Intelligence Organization (IJCAI), 2021 | 19 | 2021 |
| A closed-loop, all-electronic pixel-wise adaptive imaging system for high dynamic range videography J Zhang, JP Newman, X Wang, CS Thakur, J Rattray, ... IEEE Transactions on Circuits and Systems I: Regular Papers 67 (6), 1803-1814, 2020 | 16 | 2020 |
| Substitutional neural image compression X Wang, D Ding, W Jiang, W Wang, X Xu, S Liu, B Kulis, P Chin 2022 Picture Coding Symposium (PCS), 97-101, 2022 | 8 | 2022 |
| Intrinsic examples: Robust fingerprinting of deep neural networks S Wang, P Zhao, X Wang, S Chin, T Wahl, Y Fei, QA Chen, X Lin British Machine Vision Conference (BMVC), 2021 | 8 | 2021 |
| Using deep learning to extract scenery information in real time spatiotemporal compressed sensing X Wang, J Zhang, T Xiong, TD Tran, SP Chin, R Etienne-Cummings ISCAS 2018, 2018 | 7 | 2018 |
| Mixed spatio-temporal neural networks on real-time prediction of crimes X Zhou, X Wang, G Brown, C Wang, P Chin 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 4 | 2021 |
| AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks X Wang, S Wang, PY Chen, X Lin, P Chin ICASSP 2020, 2020 | 4 | 2020 |
| Domain specific inpainting with concurrently pretrained generative adversarial networks X Zhou, C Wang, Y Xu, X Wang, P Chin GlobalSIP 2017, 2017 | 4 | 2017 |
| Substitutional end-to-end video coding X Wang, W Jiang, W Wang, S Liu US Patent 11,388,415, 2022 | 3 | 2022 |
| Deep Learning for Minimal-context Block Tracking through Side-channel Analysis L Jensen, G Brown, X Wang, J Harer, S Chin ICASSP 2019, 2019 | 2 | 2019 |
| Learning in Parrondo’s Paradox X ZHOU, X WANG, P CHIN THE 29TH INTERNATIONAL CONFERENCE ON GAME THEORY, 2018 | 2 | 2018 |
| A closed-loop all-electronic pixel-wise adaptive imaging system for high dynamic range video JP Newman, X Wang, CS Thakur, J Rattray, R Etienne-Cummings, ... arXiv preprint arXiv:1906.10045, 2019 | 1 | 2019 |
| High-Robustness, Low-Transferability Fingerprinting of Neural Networks S Wang, X Wang, PY Chen, P Zhao, X Lin arXiv preprint arXiv:2105.07078, 2021 | | 2021 |
Xue LinNortheastern UniversityAdresse e-mail validée de northeastern.edu
