Publications
Liyue Fan, Li Xiong. An Adaptive Approach to Real-time Aggregate Monitoring with Differential Privacy. IEEE Transactions on Data and Knowledge Engineering (TKDE), 2013
Liyue Fan, Li Xiong, Vaidy Sunderam. Differentially Private Multi-Dimensional Time-Series Release for Traffic Monitoring. 27th IFIP WG 11.3 Conference on Data and Applications Security and Privacy (DBSec), 2013 (Best student paper award)
Li Xiong, Vaidy Sunderam, Liyue Fan, Slawomir Goryczka, Layla Pournajaf. PREDICT: Privacy and Security Enhancing Dynamic Information Collection and Monitoring. DDDAS Workshop, in conjunction with ICCS, 2013
L. Fan, L. Xiong, V. Sunderam. FAST: Differentially Private Real-Time Aggregate Monitor with Filtering and Adaptive Sampling (demo track). ACM SIGMOD, 2013
Slawomir Goryczka, Li Xiong, Vaidy Sunderam. Secure Multiparty Aggregation with Differential Privacy: A Comparative Study. 6th Workshop on Privacy and Anonymity in Information Society (PAIS), 2013
S. Goryczka, L. Xiong, B. C. M. Fung. Secure Distributed Data Anonymization and Integration with m-Privacy. IEEE Transactions on Data and Knowledge Enginnering (TKDE), 2013
J. Liu, L. Xiong, J. Luo, J. Huang. Privacy Preserving Distributed DBSCAN Clustering. Transactions on Data Privacy (TDP). Accepted in December, 2012
Liyue Fan, Li Xiong. Real-Time Aggregate Monitoring with Differential Privacy (short paper). In 21st ACM International Conference on Information and Knowledge Management (CIKM), 2012