| 2016 | KES | Randomization-based Privacy-preserving Frameworks for Collaborative Filtering. | Zeynep Batmaz, Huseyin Polat |
| 2015 | ESORICS | On the Privacy of Horizontally Partitioned Binary Data-Based Privacy-Preserving Collaborative Filtering. | Murat Okkalioglu, Mehmet Ko, Huseyin Polat |
| 2015 | SAC | On the discovery of fake binary ratings. | Murat Okkalioglu, Mehmet Ko, Huseyin Polat |
| 2014 | ICCSA | Privacy-Preserving Kriging Interpolation on Distributed Data. | Bulent Tugrul, Huseyin Polat |
| 2010 | IC3K | PCF: Projection-based Collaborative Filtering. | Ibrahim Yakut, Huseyin Polat, Mehmet Ko |
| 2010 | ICSoft | On Binary Similarity Measures for Privacy-preserving Top-N Recommendations. | Alper Bilge, Cihan Kaleli, Huseyin Polat |
| 2007 | IWSEC | Privacy-Preserving Eigentaste-Based Collaborative Filtering. | Ibrahim Yakut, Huseyin Polat |
| 2007 | SAC | Effects of inconsistently masked data using RPT on CF with privacy. | Huseyin Polat, Wenliang Du |
| 2006 | PAKDD | Achieving Private Recommendations Using Randomized Response Techniques. | Huseyin Polat, Wenliang Du |
| 2005 | SAC | SVD-based collaborative filtering with privacy. | Huseyin Polat, Wenliang Du |
| 2003 | ICDM | Privacy-Preserving Collaborative Filtering Using Randomized Perturbation Techniques. | Huseyin Polat, Wenliang Du |