l-diversity: Privacy beyond k-anonymity A Machanavajjhala, J Gehrke, D Kifer, M Venkitasubramaniam Data Engineering, 2006. ICDE'06. Proceedings of the 22nd International …, 2006 | 6978 | 2006 |
Privacy: Theory meets practice on the map A Machanavajjhala, D Kifer, J Abowd, J Gehrke, L Vilhuber Proceedings of the 2008 IEEE 24th International Conference on Data …, 2008 | 856 | 2008 |
No free lunch in data privacy D Kifer, A Machanavajjhala Proceedings of the 2011 ACM SIGMOD International Conference on Management of …, 2011 | 811 | 2011 |
Pufferfish: A framework for mathematical privacy definitions D Kifer, A Machanavajjhala ACM Transactions on Database Systems (TODS) 39 (1), 1-36, 2014 | 533* | 2014 |
Entity resolution: theory, practice & open challenges L Getoor, A Machanavajjhala Proceedings of the VLDB Endowment 5 (12), 2018-2019, 2012 | 449 | 2012 |
Worst-case background knowledge for privacy-preserving data publishing DJ Martin, D Kifer, A Machanavajjhala, J Gehrke, JY Halpern 2007 IEEE 23rd International Conference on Data Engineering, 126-135, 2007 | 414 | 2007 |
Privacy preserving data publishing BC Chen, D Kifer, K LeFevre, A Machanavajjhala Foundations and Trends in Databases 2 (1-2), 1-167, 2009 | 261 | 2009 |
Personalized social recommendations: accurate or private A Machanavajjhala, A Korolova, AD Sarma Proceedings of the VLDB Endowment 4 (7), 440-450, 2011 | 248 | 2011 |
DPT: differentially private trajectory synthesis using hierarchical reference systems X He, G Cormode, A Machanavajjhala, CM Procopiuc, D Srivastava Proceedings of the VLDB Endowment 8 (11), 1154-1165, 2015 | 247 | 2015 |
Blowfish privacy: Tuning privacy-utility trade-offs using policies X He, A Machanavajjhala, B Ding Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014 | 238 | 2014 |
Principled evaluation of differentially private algorithms using DPBench M Hay, A Machanavajjhala, G Miklau, Y Chen, D Zhang Proceedings of the 2016 International Conference on Management of Data, 139-154, 2016 | 181 | 2016 |
Finding connected components in map-reduce in logarithmic rounds V Rastogi, A Machanavajjhala, L Chitnis, AD Sarma 2013 IEEE 29th International Conference on Data Engineering (ICDE), 50-61, 2013 | 157 | 2013 |
Publishing Search Logs—A Comparative Study of Privacy Guarantees M Götz, A Machanavajjhala, G Wang, X Xiao, J Gehrke IEEE Transactions on Knowledge and Data Engineering 24 (3), 520, 2012 | 150 | 2012 |
Entity resolution for big data L Getoor, A Machanavajjhala Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 141 | 2013 |
Optimizing error of high-dimensional statistical queries under differential privacy R McKenna, G Miklau, M Hay, A Machanavajjhala Proceedings of the VLDB Endowment 11 (10), 1206-1219, 2018 | 134 | 2018 |
PrivateSQL: a differentially private SQL query engine I Kotsogiannis, Y Tao, X He, M Fanaeepour, A Machanavajjhala, M Hay, ... Proceedings of the VLDB Endowment 12 (11), 1371-1384, 2019 | 133* | 2019 |
Composing Differential Privacy and Secure Computation: A case study on scaling private record linkage X He, A Machanavajjhala, C Flynn, D Srivastava Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017 | 125 | 2017 |
Big privacy: protecting confidentiality in big data A Machanavajjhala, JP Reiter XRDS: Crossroads, The ACM Magazine for Students 19 (1), 20-23, 2012 | 118 | 2012 |
PeGaSus: Data-Adaptive Differentially Private Stream Processing Y Chen, A Machanavajjhala, M Hay, G Miklau Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017 | 111 | 2017 |
P-ring: an efficient and robust P2P range index structure A Crainiceanu, P Linga, A Machanavajjhala, J Gehrke, ... Proceedings of the 2007 ACM SIGMOD international conference on Management of …, 2007 | 111 | 2007 |