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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
1892013
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
1542016
Image pixelization with differential privacy
L Fan
Data and Applications Security and Privacy XXXII: 32nd Annual IFIP WG 11.3 …, 2018
1502018
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
1312016
Distance-based Outlier Detection in Data Streams
L Tran, L Fan, C Shahabi
Proc. VLDB Endow. 9, 1089--1100, 2016
1272016
Real-time aggregate monitoring with differential privacy
L Fan, L Xiong
Proceedings of the 21st ACM international conference on Information and …, 2012
1082012
Differentially private multi-dimensional time series release for traffic monitoring
L Fan, L Xiong, V Sunderam
Data and Applications Security and Privacy XXVII: 27th Annual IFIP WG 11.3 …, 2013
812013
DPCube: Differentially private histogram release through multidimensional partitioning
Y Xiao, L Xiong, L Fan, S Goryczka
arXiv preprint arXiv:1202.5358, 2012
792012
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
722018
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
702013
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
682014
Practical image obfuscation with provable privacy
L Fan
2019 IEEE international conference on multimedia and expo (ICME), 784-789, 2019
622019
A survey of differentially private generative adversarial networks
L Fan
The AAAI Workshop on Privacy-Preserving Artificial Intelligence 8, 2020
462020
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
412015
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
332015
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
332015
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
292013
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
222016
Adaptively sharing time-series with differential privacy
L Fan, L Xiong
arXiv preprint arXiv:1202.3461, 2012
182012
Differential privacy for image publication
L Fan
Theory and Practice of Differential Privacy (TPDP) Workshop 1 (2), 6, 2019
172019
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Articles 1–20