| 2017 | DBSEC | Gaussian Mixture Models for Classification and Hypothesis Tests Under Differential Privacy. | Xiaosu Tong, Bowei Xi, Murat Kantarcioglu, Ali Inan |
| 2016 | ICDM | Explode: An Extensible Platform for Differentially Private Data Analysis. | Emir Esmerdag, Mehmet Emre Gursoy, Ali Inan, Ycel Saygin |
| 2016 | SSDBM | Graph-based modelling of query sets for differential privacy. | Ali Inan, Mehmet Emre Gursoy, Emir Esmerdag, Ycel Saygin |
| 2013 | EDBT | Efficient privacy-aware record integration. | Mehmet Kuzu, Murat Kantarcioglu, Ali Inan, Elisa Bertino, Elizabeth Durham, Bradley A. Malin |
| 2010 | EDBT | Private record matching using differential privacy. | Ali Inan, Murat Kantarcioglu, Gabriel Ghinita, Elisa Bertino |
| 2009 | ICDE | Using Anonymized Data for Classification. | Ali Inan, Murat Kantarcioglu, Elisa Bertino |
| 2008 | ICDE | A Hybrid Approach to Private Record Linkage. | Ali Inan, Murat Kantarcioglu, Elisa Bertino, Monica Scannapieco |
| 2006 | DaWaK | Privacy Preserving Spatio-Temporal Clustering on Horizontally Partitioned Data. | Ali Inan, Ycel Saygin |
| 2006 | ICDE | Privacy Preserving Clustering on Horizontally Partitioned Data. | Ali Inan, Ycel Saygin, Erkay Savas, Aya Azgin Hintoglu, Albert Levi |
| 2005 | ICDM | Suppressing Data Sets to Prevent Discovery of Association Rules. | Aya Azgin Hintoglu, Ali Inan, Ycel Saygin, Mehmet Keskinz |