Huseyin Polat

According to our database, Huseyin Polat authored at least 50 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Trust-based Recommender System over Arbitrarily Partitioned Data with Privacy.

Ibrahim Yakut, Huseyin Polat

IACR Cryptol. ePrint Arch., 2024

2017

Designing shilling attacks on disguised binary data.

Zeynep Batmaz, Huseyin Polat

Int. J. Data Min. Model. Manag., 2017

2016

Efficient paillier cryptoprocessor for privacy-preserving data mining.

Ismail San, Nuray At, Ibrahim Yakut, Huseyin Polat

Secur. Commun. Networks, 2016

Detecting shilling attacks in private environments.

Ihsan Gunes, Huseyin Polat

Inf. Retr. J., 2016

Reconstructing rated items from perturbed data.

Burcu Demirelli Okkalioglu, Mehmet Koç, Huseyin Polat

Neurocomputing, 2016

Randomization-based Privacy-preserving Frameworks for Collaborative Filtering.

Zeynep Batmaz, Huseyin Polat

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

2015

From existing trends to future trends in privacy-preserving collaborative filtering.

Adem Ozturk, Huseyin Polat

WIREs Data Mining Knowl. Discov., 2015

Privacy-Preserving Naïve Bayesian Classifier-Based Recommendations on Distributed Data.

Cihan Kaleli, Huseyin Polat

Comput. Intell., 2015

A survey: deriving private information from perturbed data.

Burcu Demirelli Okkalioglu, Murat Okkalioglu, Mehmet Koç, Huseyin Polat

Artif. Intell. Rev., 2015

On the discovery of fake binary ratings.

Murat Okkalioglu, Mehmet Koç, Huseyin Polat

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

On the Privacy of Horizontally Partitioned Binary Data-Based Privacy-Preserving Collaborative Filtering.

Murat Okkalioglu, Mehmet Koç, Huseyin Polat

Proceedings of the Data Privacy Management, and Security Assurance, 2015

2014

Privacy-preserving kriging interpolation on partitioned data.

Bulent Tugrul, Huseyin Polat

Knowl. Based Syst., 2014

Robustness analysis of privacy-preserving model-based recommendation schemes.

Alper Bilge, Ihsan Gunes, Huseyin Polat

Expert Syst. Appl., 2014

Shilling attacks against recommender systems: a comprehensive survey.

Ihsan Gunes, Cihan Kaleli, Alper Bilge, Huseyin Polat

Artif. Intell. Rev., 2014

A Novel Shilling Attack Detection Method.

Alper Bilge, Zeynep Özdemir, Huseyin Polat

Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

Privacy-Preserving Kriging Interpolation on Distributed Data.

Bulent Tugrul, Huseyin Polat

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

2013

Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms.

Ihsan Gunes, Alper Bilge, Huseyin Polat

KSII Trans. Internet Inf. Syst., 2013

A scalable privacy-preserving recommendation scheme via bisecting k-means clustering.

Alper Bilge, Huseyin Polat

Inf. Process. Manag., 2013

A Survey of Privacy-Preserving Collaborative Filtering Schemes.

Alper Bilge, Cihan Kaleli, Ibrahim Yakut, Ihsan Gunes, Huseyin Polat

Int. J. Softw. Eng. Knowl. Eng., 2013

Privacy-Preserving Random Projection-Based Recommendations Based on Distributed Data.

Cihan Kaleli, Huseyin Polat

Int. J. Inf. Technol. Decis. Mak., 2013

A comparison of clustering-based privacy-preserving collaborative filtering schemes.

Alper Bilge, Huseyin Polat

Appl. Soft Comput., 2013

Robustness Analysis of Naïve Bayesian Classifier-Based Collaborative Filtering.

Cihan Kaleli, Huseyin Polat

Proceedings of the E-Commerce and Web Technologies - 14th International Conference, 2013

2012

Estimating NBC-based recommendations on arbitrarily partitioned data with privacy.

Ibrahim Yakut, Huseyin Polat

Knowl. Based Syst., 2012

Privacy-preserving SOM-based recommendations on horizontally distributed data.

Cihan Kaleli, Huseyin Polat

Knowl. Based Syst., 2012

Privacy-preserving hybrid collaborative filtering on cross distributed data.

Ibrahim Yakut, Huseyin Polat

Knowl. Inf. Syst., 2012

SOM-based recommendations with privacy on multi-party vertically distributed data.

Cihan Kaleli, Huseyin Polat

J. Oper. Res. Soc., 2012

An improved privacy-preserving DWT-based collaborative filtering scheme.

Alper Bilge, Huseyin Polat

Expert Syst. Appl., 2012

A new hybrid recommendation algorithm with privacy.

Sahin Renckes, Huseyin Polat, Yusuf Oysal

Expert Syst. J. Knowl. Eng., 2012

Arbitrarily distributed data-based recommendations with privacy.

Ibrahim Yakut, Huseyin Polat

Data Knowl. Eng., 2012

2011

Privacy-Preserving Trust-Based Recommendations on Vertically Distributed Data.

Cihan Kaleli, Huseyin Polat

Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

An Improved Profile-Based CF Scheme with Privacy.

Alper Bilge, Huseyin Polat

Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

2010

Privacy-Preserving SVD-Based Collaborative Filtering on Partitioned Data.

Ibrahim Yakut, Huseyin Polat

Int. J. Inf. Technol. Decis. Mak., 2010

Private predictions on hidden Markov models.

Huseyin Polat, Wenliang Du, Sahin Renckes, Yusuf Oysal

Artif. Intell. Rev., 2010

Improving Privacy-Preserving NBC-Based Recommendations by Preprocessing.

Alper Bilge, Huseyin Polat

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Achieving Optimal Privacy in Trust-Aware Social Recommender Systems.

Nima Dokoohaki, Cihan Kaleli, Huseyin Polat, Mihhail Matskin

Proceedings of the Social Informatics - Second International Conference, 2010

On Binary Similarity Measures for Privacy-preserving Top-N Recommendations.

Alper Bilge, Cihan Kaleli, Huseyin Polat

Proceedings of the ICSOFT 2010, 2010

PCF: Projection-based Collaborative Filtering.

Ibrahim Yakut, Huseyin Polat, Mehmet Koç

Proceedings of the KDIR 2010, 2010

2009

Finding the state sequence maximizing P(O; I|λ) on distributed HMMs with Privacy.

Sahin Renckes, Huseyin Polat, Yusuf Oysal

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Cyber Security, 2009

2008

Privacy-preserving top-<i>N</i> recommendation on distributed data.

Huseyin Polat, Wenliang Du

J. Assoc. Inf. Sci. Technol., 2008

2007

Providing predictions on distributed HMMs with privacy.

Sahin Renckes, Huseyin Polat, Yusuf Oysal

Artif. Intell. Rev., 2007

Effects of inconsistently masked data using RPT on CF with privacy.

Huseyin Polat, Wenliang Du

Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Providing Naïve Bayesian Classifier-Based Private Recommendations on Partitioned Data.

Cihan Kaleli, Huseyin Polat

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Privacy-Preserving Eigentaste-Based Collaborative Filtering.

Ibrahim Yakut, Huseyin Polat

Proceedings of the Advances in Information and Computer Security, 2007

Providing Private Recommendations Using Naïve Bayesian Classifier.

Cihan Kaleli, Huseyin Polat

Proceedings of the Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC 2007, Fontainebleau, France, June 25, 2007

2006

Achieving Private Recommendations Using Randomized Response Techniques.

Huseyin Polat, Wenliang Du

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

2005

Privacy-Preserving Collaborative Filtering.

Huseyin Polat, Wenliang Du

Int. J. Electron. Commer., 2005

Privacy-Preserving Top-N Recommendation on Horizontally Partitioned Data.

Huseyin Polat, Wenliang Du

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

SVD-based collaborative filtering with privacy.

Huseyin Polat, Wenliang Du

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Privacy-Preserving Collaborative Filtering on Vertically Partitioned Data.

Huseyin Polat, Wenliang Du

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

2003

Privacy-Preserving Collaborative Filtering Using Randomized Perturbation Techniques.

Huseyin Polat, Wenliang Du

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003