Xingjun Ma

Symmetric Cross Entropy for Robust Learning With Noisy Labels

Yisen Wang, Xingjun Ma, Zaiyi Chen et al. · 2019 · 894 citations

Data Augmentation, Engineering, Machine Learning +14

Understanding adversarial attacks on deep learning based medical image analysis systems

Xingjun Ma, Yuhao Niu, Lin Gu et al. · Pattern Recognition · 2020 · 513 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +10

Privacy and Robustness in Federated Learning: Attacks and Defenses

Lingjuan Lyu, Han Yu, Xingjun Ma et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 425 citations

Artificial Intelligence, Privacy Protection, System Robustness +14

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

Xingjun Ma, Bo Li, Yisen Wang et al. · Own your potential (DEAKIN) · 2018 · 401 citations

Local Intrinsic Dimensionality, Deep Neural Networks, Engineering +12

WildDeepfake

Bojia Zi, Minghao Chang, Jingjing Chen et al. · 2020 · 370 citations

Engineering, Machine Learning, Biometrics +16