| 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 | 168 | 2013 |
| 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 | 143 | 2016 |
| 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 | 124 | 2016 |
| Distance-based Outlier Detection in Data Streams L Tran, L Fan, C Shahabi Proc. VLDB Endow. 9, 1089--1100, 2016 | 121 | 2016 |
| Image pixelization with differential privacy L Fan Data and Applications Security and Privacy XXXII: 32nd Annual IFIP WG 11.3 …, 2018 | 112 | 2018 |
| Real-time aggregate monitoring with differential privacy L Fan, L Xiong Proceedings of the 21st ACM international conference on Information and …, 2012 | 101 | 2012 |
| DPCube: Differentially private histogram release through multidimensional partitioning Y Xiao, L Xiong, L Fan, S Goryczka arXiv preprint arXiv:1202.5358, 2012 | 75 | 2012 |
| 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 | 74 | 2013 |
| 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 | 67 | 2018 |
| 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 | 66 | 2014 |
| 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 | 66 | 2013 |
| Practical image obfuscation with provable privacy L Fan 2019 IEEE international conference on multimedia and expo (ICME), 784-789, 2019 | 47 | 2019 |
| 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 | 40 | 2015 |
| A survey of differentially private generative adversarial networks L Fan The AAAI Workshop on Privacy-Preserving Artificial Intelligence 8, 2020 | 33 | 2020 |
| 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 | 33 | 2015 |
| 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 | 30 | 2015 |
| 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 | 26 | 2013 |
| 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 | 20 | 2016 |
| Adaptively sharing time-series with differential privacy L Fan, L Xiong arXiv preprint arXiv:1202.3461, 2012 | 19 | 2012 |
| 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 | 15 | 2013 |
Li XiongSamuel Dobbs Professor, Computer Science, Biomedical Informatics, Emory UniversityVerified email at emory.edu
