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Liyue Fan
Liyue Fan
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An adaptive approach to real-time aggregate monitoring with differential privacy
L Fan, L Xiong
IEEE Transactions on knowledge and data engineering 26 (9), 2094-2106, 2013
1462013
Differentially private location protection for worker datasets in spatial crowdsourcing
H To, G Ghinita, L Fan, C Shahabi
IEEE Transactions on Mobile Computing 16 (4), 934-949, 2016
1252016
Real-time task assignment in hyperlocal spatial crowdsourcing under budget constraints
H To, L Fan, L Tran, C Shahabi
2016 IEEE International Conference on Pervasive Computing and Communications …, 2016
1042016
Distance-based Outlier Detection in Data Streams
L Tran, L Fan, C Shahabi
Proc. VLDB Endow. 9, 1089--1100, 2016
1002016
Real-time aggregate monitoring with differential privacy
L Fan, L Xiong
Proceedings of the 21st ACM international conference on Information and …, 2012
982012
Differentially private multi-dimensional time series release for traffic monitoring
L Fan, L Xiong, V Sunderam
IFIP Annual Conference on Data and Applications Security and Privacy, 33-48, 2013
712013
Image pixelization with differential privacy
L Fan
IFIP Annual Conference on Data and Applications Security and Privacy, 148-162, 2018
662018
DPCube: Differentially private histogram release through multidimensional partitioning
Y Xiao, L Xiong, L Fan, S Goryczka
arXiv preprint arXiv:1202.5358, 2012
652012
Monitoring web browsing behavior with differential privacy
L Fan, L Bonomi, L Xiong, V Sunderam
Proceedings of the 23rd international conference on World wide web, 177-188, 2014
642014
A real-time framework for task assignment in hyperlocal spatial crowdsourcing
L Tran, H To, L Fan, C Shahabi
ACM Transactions on Intelligent Systems and Technology (TIST) 9 (3), 1-26, 2018
572018
FAST: differentially private real-time aggregate monitor with filtering and adaptive sampling
L Fan, L Xiong, V Sunderam
Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013
562013
A practical framework for privacy-preserving data analytics
L Fan, H Jin
Proceedings of the 24th International Conference on World Wide Web, 311-321, 2015
392015
Practical image obfuscation with provable privacy
L Fan
2019 IEEE international conference on multimedia and expo (ICME), 784-789, 2019
302019
Activity recognition using wrist-worn sensors for human performance evaluation
M Nguyen, L Fan, C Shahabi
2015 IEEE International Conference on Data Mining Workshop (ICDMW), 164-169, 2015
292015
Privacy-preserving inference of social relationships from location data: A vision paper
C Shahabi, L Fan, L Nocera, L Xiong, M Li
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in …, 2015
282015
Differentially private anomaly detection with a case study on epidemic outbreak detection
L Fan, L Xiong
2013 IEEE 13th International Conference on Data Mining Workshops, 833-840, 2013
232013
A survey of differentially private generative adversarial networks
L Fan
The AAAI Workshop on Privacy-Preserving Artificial Intelligence, 8, 2020
212020
Adaptively sharing time-series with differential privacy
L Fan, L Xiong
arXiv preprint arXiv:1202.3461, 2012
192012
An information-theoretic approach to individual sequential data sanitization
L Bonomi, L Fan, H Jin
Proceedings of the Ninth ACM International Conference on Web Search and Data …, 2016
172016
Predict: Privacy and security enhancing dynamic information collection and monitoring
L Xiong, V Sunderam, L Fan, S Goryczka, L Pournajaf
Procedia Computer Science 18, 1979-1988, 2013
152013
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