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Bo Liu
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When Machine Learning Meets Privacy: A Survey and Outlook
B Liu, M Ding, S Shaham, W Rahayu, F Farokhi, Z Lin
ACM Computing Surveys (CSUR), 54(2), 1-36., 2021
5932021
Chaincluster: Engineering a cooperative content distribution framework for highway vehicular communications
H Zhou, B Liu, TH Luan, F Hou, L Gui, Y Li, Q Yu, XS Shen
IEEE Transactions on Intelligent Transportation Systems 15 (6), 2644-2657, 2014
1722014
Location Privacy and Its Applications: A Systematic Study
B Liu, W Zhou, T Zhu, L Gao, Y Xiang
IEEE Access 6, 17606-17624, 2018
1532018
QoE-Driven Big Data Architecture for Smart City
X He, K Wang, H Huang, B Liu
IEEE Communications Magazine 56 (2), 88-93, 2018
1212018
Low-cost and confidentiality-preserving data acquisition for internet of multimedia things
Y Zhang, Q He, Y Xiang, LY Zhang, B Liu, J Chen, Y Xie
IEEE Internet of Things Journal 5 (5), 3442-3451, 2017
1102017
Spread spectrum audio watermarking using multiple orthogonal PN sequences and variable embedding strengths and polarities
Y Xiang, I Natgunanathan, D Peng, G Hua, B Liu
IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (3), 529-539, 2017
932017
Machine Learning Differential Privacy With Multifunctional Aggregation in a Fog Computing Architecture
M Yang, T Zhu, B Liu, Y Xiang, W Zhou
IEEE Access 6, 17119-17129, 2018
832018
FogRoute: DTN-based Data Dissemination Model in Fog Computing
L Gao, TH Luan, S Yu, W Zhou, B Liu
IEEE Internet of Things Journal, 2016
802016
IdentityDP: Differential private identification protection for face images
Y Wen, B Liu, M Ding, R Xie, L Song
Neurocomputing 501, 197-211, 2022
782022
Personalized and Invertible Face De-Identification by Disentangled Identity Information Manipulation
J Cao, B Liu, Y Wen, R Xie, L Song
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
732021
Privacy preservation in location-based services: A novel metric and attack model
S Shaham, M Ding, B Liu, S Dang, Z Lin, J Li
IEEE Transactions on Mobile Computing 20 (10), 3006-3019, 2020
732020
Privacy Preserving Location Data Publishing: A Machine Learning Approach
S Shaham, M Ding, B Liu, S Dang, Z Lin, J Li
IEEE Transactions on Knowledge and Data Engineering, 2020
712020
One Parameter Defense—Defending Against Data Inference Attacks via Differential Privacy
D Ye, S Shen, T Zhu, B Liu, W Zhou
IEEE Transactions on Information Forensics and Security 17, 1466-1480, 2022
702022
A privacy-aware PUFs-based multiserver authentication protocol in cloud-edge IoT systems using blockchain
Y Zhang, B Li, B Liu, Y Hu, H Zheng
IEEE Internet of Things Journal 8 (18), 13958-13974, 2021
662021
Silence is Golden: Enhancing Privacy of Location-Based Services by Content Broadcasting and Active Caching in Wireless Vehicular Networks
B Liu, W Zhou, T Zhu, L Gao, T Luan, H Zhou
IEEE Transactions on Vehicular Technology 65 (12), 9942 - 9953, 2016
622016
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning
C Ma, JL Wei, B Liu, M Ding, L Yuan, Z Han, HV Poor
Proceedings of the IEEE, 2023
612023
GAN-based differential private image privacy protection framework for the internet of multimedia things
J Yu, H Xue, B Liu, Y Wang, S Zhu, M Ding
Sensors 21 (1), 58, 2020
532020
Efficient and Privacy-Preserving Blockchain-Based Multifactor Device Authentication Protocol for Cross-Domain IIoT
Y Zhang, B Li, J Wu, B Liu, R Chen, J Chang
IEEE Internet of Things Journal 9 (22), 22501-22515, 2022
522022
Visual privacy attacks and defenses in deep learning: a survey
G Zhang, B Liu, T Zhu, A Zhou, W Zhou
Artificial Intelligence Review 55 (6), 4347-4401, 2022
452022
Spatial coordinated medium sharing: optimal access control management in drive-thru internet
H Zhou, B Liu, F Hou, TH Luan, N Zhang, L Gui, Q Yu, XS Shen
IEEE Transactions on Intelligent Transportation Systems 16 (5), 2673-2686, 2015
452015
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