Yuanshun (Kevin) Yao
Yuanshun (Kevin) Yao
ByteDance
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Neural cleanse: Identifying and mitigating backdoor attacks in neural networks
B Wang, Y Yao, S Shan, H Li, B Viswanath, H Zheng, BY Zhao
2019 IEEE Symposium on Security and Privacy (SP), 707-723, 2019
2782019
A daily global mesoscale ocean eddy dataset from satellite altimetry
JH Faghmous, I Frenger, Y Yao, R Warmka, A Lindell, V Kumar
Scientific data 2 (1), 1-16, 2015
1752015
Automated crowdturfing attacks and defenses in online review systems
Y Yao, B Viswanath, J Cryan, H Zheng, BY Zhao
Proceedings of the 2017 ACM SIGSAC conference on computer and communications …, 2017
1182017
Latent backdoor attacks on deep neural networks
Y Yao, H Li, H Zheng, BY Zhao
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications …, 2019
802019
Complexity vs. performance: empirical analysis of machine learning as a service
Y Yao, Z Xiao, B Wang, B Viswanath, H Zheng, BY Zhao
Proceedings of the 2017 Internet Measurement Conference, 384-397, 2017
582017
With great training comes great vulnerability: Practical attacks against transfer learning
B Wang, Y Yao, B Viswanath, H Zheng, BY Zhao
27th {USENIX} Security Symposium ({USENIX} Security 18), 1281-1297, 2018
572018
Object recognition and navigation using a single networking device
Y Zhu, Y Yao, BY Zhao, H Zheng
Proceedings of the 15th Annual International Conference on Mobile Systems …, 2017
252017
Identifying value in crowdsourced wireless signal measurements
Z Li, A Nika, X Zhang, Y Zhu, Y Yao, BY Zhao, H Zheng
Proceedings of the 26th International Conference on World Wide Web, 607-616, 2017
212017
A daily global mesoscale ocean eddy dataset from satellite altimetry. Sci. Data, 2, 150028
JH Faghmous, I Frenger, Y Yao, R Warmka, A Lindell, V Kumar
142015
Backdoor attacks on facial recognition in the physical world
E Wenger, J Passananti, Y Yao, H Zheng, BY Zhao
arXiv e-prints, arXiv: 2006.14580, 2020
102020
Regula sub-rosa: Latent backdoor attacks on deep neural networks
Y Yao, H Li, H Zheng, BY Zhao
arXiv preprint arXiv:1905.10447, 2019
62019
A daily global mesoscale ocean eddy dataset from satellite altimetry, Scientific Data, 2, 150028
JH Faghmous, I Frenger, Y Yao, R Warmka, A Lindell, V Kumar
62015
A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise
XC Chen, Y Yao, S Shi, S Chatterjee, V Kumar, JH Faghmous
Proceedings of the 2016 SIAM International Conference on Data Mining, 162-170, 2016
32016
Backdoor Attacks Against Deep Learning Systems in the Physical World
E Wenger, J Passananti, AN Bhagoji, Y Yao, H Zheng, BY Zhao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
22021
Practical Backdoor Attacks and Defenses in Deep Learning Systems
Y Yao
PQDT-UK & Ireland, 2020
2020
THE UNIVERSITY OF CHICAGO
Y YAO
2019
Poster: Risks of Transferring Knowledge from Deep Models
B Wang, Y Yao, B Viswanath, H Zheng, BY Zhao
ONLINE CHANGE POINT DETECTION FOR REMOTE SENSING TIME SERIES
XC Chen, Y Yao, S Shi, V Kumar, JH Faghmous
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