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Xingjun Ma
Xingjun Ma
Associate Professor, School of Computer Science, Fudan University
Verified email at unimelb.edu.au - Homepage
Title
Cited by
Cited by
Year
Characterizing adversarial subspaces using local intrinsic dimensionality
X Ma, B Li, Y Wang, SM Erfani, S Wijewickrema, G Schoenebeck, D Song, ...
ICLR 2018, 2018
4442018
Symmetric cross entropy for robust learning with noisy labels
Y Wang, X Ma, Z Chen, Y Luo, J Yi, J Bailey
ICCV 2019, 2019
3102019
Dimensionality-driven learning with noisy labels
X Ma, Y Wang, ME Houle, S Zhou, SM Erfani, ST Xia, S Wijewickrema, ...
ICML 2018, 2018
2622018
Improving adversarial robustness requires revisiting misclassified examples
Y Wang, D Zou, J Yi, J Bailey, X Ma, Q Gu
ICLR 2020, 2020
2272020
Iterative learning with open-set noisy labels
Y Wang, W Liu, X Ma, J Bailey, H Zha, L Song, ST Xia
CVPR 2018, 2018
2062018
On the Convergence and Robustness of Adversarial Training
Y Wang, X Ma, J Bailey, J Yi, B Zhou, Q Gu
ICML 2019, 2019
1752019
Understanding adversarial attacks on deep learning based medical image analysis systems
X Ma, Y Niu, L Gu, Y Wang, Y Zhao, J Bailey, F Lu
Pattern Recognition 110, 107332, 2021
1512021
Skip connections matter: On the transferability of adversarial examples generated with resnets
D Wu, Y Wang, ST Xia, J Bailey, X Ma
ICLR 2020, 2020
1172020
Normalized loss functions for deep learning with noisy labels
X Ma, H Huang, Y Wang, S Romano, S Erfani, J Bailey
ICML 2020, 2020
1092020
Reflection backdoor: A natural backdoor attack on deep neural networks
Y Liu, X Ma, J Bailey, F Lu
ECCV 2020, 2020
1062020
Towards fair and privacy-preserving federated deep models
L Lyu, J Yu, K Nandakumar, Y Li, X Ma, J Jin, H Yu, KS Ng
IEEE Transactions on Parallel and Distributed Systems 31 (11), 2524-2541, 2020
96*2020
Black-box adversarial attacks on video recognition models
L Jiang, X Ma, S Chen, J Bailey, YG Jiang
ACM MM 2019, 2019
742019
Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles
R Duan, X Ma, Y Wang, J Bailey, AK Qin, Y Yang
CVPR 2020, 2020
692020
Clean-Label Backdoor Attacks on Video Recognition Models
S Zhao, X Ma, X Zheng, J Bailey, J Chen, YG Jiang
CVPR 2020, 2020
652020
Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks
Y Li, N Koren, L Lyu, X Lyu, B Li, X Ma
ICLR 2021, 2021
552021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection
B Zi, M Chang, J Chen, X Ma, YG Jiang
ACM MM 2020, 2020
522020
Privacy and robustness in federated learning: Attacks and defenses
L Lyu, H Yu, X Ma, L Sun, J Zhao, Q Yang, PS Yu
arXiv preprint arXiv:2012.06337, 2020
492020
Improving adversarial robustness via channel-wise activation suppressing
Y Bai, Y Zeng, Y Jiang, ST Xia, X Ma, Y Wang
ICLR 2021, 2021
382021
Unlearnable Examples: Making Personal Data Unexploitable
H Huang, X Ma, SM Erfani, J Bailey, Y Wang
ICLR 2021, 2021
232021
How to democratise and protect AI: Fair and differentially private decentralised deep learning
L Lyu, Y Li, K Nandakumar, J Yu, X Ma
IEEE Transactions on Dependable and Secure Computing, 2020
212020
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