Domain specific inpainting with concurrently pretrained generative adversarial networks. - Xiao Zhou; Chengchen Wang; Yiteng Xu; Xiao Wang 028; Peter Chin 001 (GlobalSIP, 2017)

Defending DNN Adversarial Attacks with Pruning and Logits Augmentation. - Siyue Wang; Xiao Wang 028; Shaokai Ye; Pu Zhao 001; Xue Lin 001 (GlobalSIP, 2018)

Defensive dropout for hardening deep neural networks under adversarial attacks. - Siyue Wang; Xiao Wang 028; Pu Zhao 001; Wujie Wen; David R. Kaeli; Peter Chin 001; Xue Lin 001 (ICCAD, 2018)

Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing. - Xiao Wang 028; Jie Zhang 063; Tao Xiong; Trac Duy Tran; Sang Peter Chin; Ralph Etienne-Cummings (ISCAS, 2018)

Deep Learning for Minimal-context Block Tracking through Side-channel Analysis. - L. Jensen; G. Brown; Xiao Wang 028; Jacob Harer; S. Chin (ICASSP, 2019)

Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses. - Xiao Wang 028; Siyue Wang; Pin-Yu Chen; Yanzhi Wang; Brian Kulis; Xue Lin 001; Sang Chin 001 (IJCAI, 2019)

A closed-loop all-electronic pixel-wise adaptive imaging system for high dynamic range video. - Jie Zhang 063; Jonathan P. Newman; Xiao Wang 028; Chetan Singh Thakur; John M. Rattray; Ralph Etienne-Cummings; Matthew A. Wilson (CoRR, 2019)

AdvMS: A Multi-Source Multi-Cost Defense Against Adversarial Attacks. - Xiao Wang 028; Siyue Wang; Pin-Yu Chen; Xue Lin 001; Peter Chin 001 (ICASSP, 2020)

Block Switching: A Stochastic Approach for Deep Learning Security. - Xiao Wang 028; Siyue Wang; Pin-Yu Chen; Xue Lin 001; Peter Chin 001 (CoRR, 2020)

A Closed-Loop, All-Electronic Pixel-Wise Adaptive Imaging System for High Dynamic Range Videography. - Jie Zhang 063; Jonathan P. Newman; Xiao Wang 028; Chetan Singh Thakur; John M. Rattray; Ralph Etienne-Cummings; Matthew A. Wilson (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

Intrinsic Examples: Robust Fingerprinting of Deep Neural Networks. - Siyue Wang; Pu Zhao 001; Xiao Wang 028; Sang Chin 001; Thomas Wahl; Yunsi Fei; Qi Alfred Chen; Xue Lin 001 (BMVC, 2021)

Mixed Spatio-Temporal Neural Networks on Real-time Prediction of Crimes. - Xiao Zhou; Xiao Wang 028; Gavin Brown 003; Chengchen Wang; Peter Chin 001 (ICMLA, 2021)

Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks. - Siyue Wang; Xiao Wang 028; Pin-Yu Chen; Pu Zhao 001; Xue Lin 001 (IJCAI, 2021)

High-Robustness, Low-Transferability Fingerprinting of Neural Networks. - Siyue Wang; Xiao Wang 028; Pin-Yu Chen; Pu Zhao 001; Xue Lin 001 (CoRR, 2021)

Substitutional Neural Image Compression. - Xiao Wang 028; Wei Jiang 001; Wei Wang 311; Shan Liu 001; Brian Kulis; Peter Chin 001 (CoRR, 2021)

Substitutional Neural Image Compression. - Xiao Wang 028; Ding Ding 004; Wei Jiang 001; Wei Wang 311; Xiaozhong Xu; Shan Liu 001; Brian Kulis; Peter Chin 001 (PCS, 2022)