Weiqi Fan

Integration of statistical detector and Gaussian noise injection detector for adversarial example detection in deep neural networks

Zhi Liu, Xiaofeng Lu, Guangling Sun, 2019, Multimedia Tools and Applications.

Multi-CNNs Bootstrap Against Label Noise with Applications in Age Estimation

Guangling Sun, Weiqi Fan, Yuying Su, 2018, IFTC.

Hybrid Defense for Deep Neural Networks: An Integration of Detecting and Cleaning Adversarial Perturbations

Zhi Liu, Guangling Sun, Xiaofeng Lu, 2019, 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

RGN-Defense: erasing adversarial perturbations using deep residual generative network

Guangling Sun, Weiqi Fan, Xiaobao Deng, 2019, J. Electronic Imaging.

Cleaning Adversarial Perturbations via Residual Generative Network for Face Verification

Xiaofeng Lu, Zhi Liu, Guangling Sun, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).