Xiao Wang

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 17

Top Topics

Multiple Data Sources

Countermeasures

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Xiao Wang, Ding Ding, Wei Jiang, Wei Wang, Xiaozhong Xu, Shan Liu, Brian Kulis, Peter Chin
Substitutional Neural Image Compression. PCS (2022)
Siyue Wang, Pu Zhao, Xiao Wang, Sang Chin, Thomas Wahl, Yunsi Fei, Qi Alfred Chen, Xue Lin
Intrinsic Examples: Robust Fingerprinting of Deep Neural Networks. BMVC (2021)
Xiao Zhou, Xiao Wang, Gavin Brown, Chengchen Wang, Sang Peter Chin
Mixed Spatio-Temporal Neural Networks on Real-time Prediction of Crimes. ICMLA (2021)
Xiao Wang, Wei Jiang, Wei Wang, Shan Liu, Brian Kulis, Peter Chin
Substitutional Neural Image Compression. CoRR (2021)
Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John Rattray, Ralph Etienne-Cummings, Matthew A. Wilson
A Closed-Loop, All-Electronic Pixel-Wise Adaptive Imaging System for High Dynamic Range Videography. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2020)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Peter Chin
AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks. CoRR (2020)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Sang Peter Chin
Block Switching: A Stochastic Approach for Deep Learning Security. CoRR (2020)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Xue Lin, Peter Chin
AdvMS: A Multi-Source Multi-Cost Defense Against Adversarial Attacks. ICASSP (2020)
Jie Zhang, Jonathan P. Newman, Xiao Wang, Chetan Singh Thakur, John Rattray, Ralph Etienne-Cummings, Matthew A. Wilson
A closed-loop all-electronic pixel-wise adaptive imaging system for high dynamic range video. CoRR (2019)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Yanzhi Wang, Brian Kulis, Xue Lin, Sang Peter Chin
Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses. CoRR (2019)
L. Jensen, G. Brown, Xiao Wang, J. Harer, S. Chin
Deep Learning for Minimal-context Block Tracking through Side-channel Analysis. ICASSP (2019)
Xiao Wang, Siyue Wang, Pin-Yu Chen, Yanzhi Wang, Brian Kulis, Xue Lin, Sang Peter Chin
Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses. IJCAI (2019)
Xiao Wang, Jie Zhang, Tao Xiong, Trac Duy Tran, Sang Peter Chin, Ralph Etienne-Cummings
Using Deep Learning to Extract Scenery Information in Real Time Spatiotemporal Compressed Sensing. ISCAS (2018)
Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Sang Peter Chin, Xue Lin
Defensive Dropout for Hardening Deep Neural Networks under Adversarial Attacks. CoRR (2018)
Siyue Wang, Xiao Wang, Pu Zhao, Wujie Wen, David R. Kaeli, Sang Peter Chin, Xue Lin
Defensive dropout for hardening deep neural networks under adversarial attacks. ICCAD (2018)
Siyue Wang, Xiao Wang, Shaokai Ye, Pu Zhao, Xue Lin
Defending DNN Adversarial Attacks with Pruning and Logits Augmentation. GlobalSIP (2018)
Xiao Zhou, Chengchen Wang, Yiteng Xu, Xiao Wang, Sang Peter Chin
Domain specific inpainting with concurrently pretrained generative adversarial networks. GlobalSIP (2017)