Huseyin Polat

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 11

Top Topics

Collaborative Filtering

Distributed Data

Partitioned Data

Privacy Preservation

Top Venues

Artif. Intell. Rev.

Secur. Commun. Networks

Publications

Ibrahim Yakut, Huseyin Polat
A Trust-based Recommender System over Arbitrarily Partitioned Data with Privacy. IACR Cryptol. ePrint Arch. 2024 (2024)
Zeynep Batmaz, Huseyin Polat
Designing shilling attacks on disguised binary data. Int. J. Data Min. Model. Manag. 9 (3) (2017)
Ismail San, Nuray At, Ibrahim Yakut, Huseyin Polat
Efficient paillier cryptoprocessor for privacy-preserving data mining. Secur. Commun. Networks 9 (11) (2016)
Ihsan Gunes, Huseyin Polat
Detecting shilling attacks in private environments. Inf. Retr. J. 19 (6) (2016)
Zeynep Batmaz, Huseyin Polat
Randomization-based Privacy-preserving Frameworks for Collaborative Filtering. KES (2016)
Burcu Demirelli Okkalioglu, Mehmet Koç, Huseyin Polat
Reconstructing rated items from perturbed data. Neurocomputing 207 (2016)
Murat Okkalioglu, Mehmet Koç, Huseyin Polat
On the Privacy of Horizontally Partitioned Binary Data-Based Privacy-Preserving Collaborative Filtering. DPM/QASA@ESORICS (2015)
Adem Ozturk, Huseyin Polat
From existing trends to future trends in privacy-preserving collaborative filtering. WIREs Data Mining Knowl. Discov. 5 (6) (2015)
Murat Okkalioglu, Mehmet Koç, Huseyin Polat
On the discovery of fake binary ratings. SAC (2015)
Cihan Kaleli, Huseyin Polat
Privacy-Preserving Naïve Bayesian Classifier-Based Recommendations on Distributed Data. Comput. Intell. 31 (1) (2015)
Burcu Demirelli Okkalioglu, Murat Okkalioglu, Mehmet Koç, Huseyin Polat
A survey: deriving private information from perturbed data. Artif. Intell. Rev. 44 (4) (2015)
Alper Bilge, Zeynep Özdemir, Huseyin Polat
A Novel Shilling Attack Detection Method. ITQM (2014)
Bulent Tugrul, Huseyin Polat
Privacy-Preserving Kriging Interpolation on Distributed Data. ICCSA (6) (2014)
Alper Bilge, Ihsan Gunes, Huseyin Polat
Robustness analysis of privacy-preserving model-based recommendation schemes. Expert Syst. Appl. 41 (8) (2014)
Ihsan Gunes, Cihan Kaleli, Alper Bilge, Huseyin Polat
Shilling attacks against recommender systems: a comprehensive survey. Artif. Intell. Rev. 42 (4) (2014)
Bulent Tugrul, Huseyin Polat
Privacy-preserving kriging interpolation on partitioned data. Knowl. Based Syst. 62 (2014)
Alper Bilge, Cihan Kaleli, Ibrahim Yakut, Ihsan Gunes, Huseyin Polat
A Survey of Privacy-Preserving Collaborative Filtering Schemes. Int. J. Softw. Eng. Knowl. Eng. 23 (8) (2013)
Ihsan Gunes, Alper Bilge, Huseyin Polat
Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms. KSII Trans. Internet Inf. Syst. 7 (5) (2013)
Alper Bilge, Huseyin Polat
A comparison of clustering-based privacy-preserving collaborative filtering schemes. Appl. Soft Comput. 13 (5) (2013)
Cihan Kaleli, Huseyin Polat
Privacy-Preserving Random Projection-Based Recommendations Based on Distributed Data. Int. J. Inf. Technol. Decis. Mak. 12 (2) (2013)
Cihan Kaleli, Huseyin Polat
Robustness Analysis of Naïve Bayesian Classifier-Based Collaborative Filtering. EC-Web (2013)
Alper Bilge, Huseyin Polat
A scalable privacy-preserving recommendation scheme via bisecting k-means clustering. Inf. Process. Manag. 49 (4) (2013)
Alper Bilge, Huseyin Polat
An improved privacy-preserving DWT-based collaborative filtering scheme. Expert Syst. Appl. 39 (3) (2012)
Ibrahim Yakut, Huseyin Polat
Arbitrarily distributed data-based recommendations with privacy. Data Knowl. Eng. 72 (2012)
Sahin Renckes, Huseyin Polat, Yusuf Oysal
A new hybrid recommendation algorithm with privacy. Expert Syst. J. Knowl. Eng. 29 (1) (2012)
Ibrahim Yakut, Huseyin Polat
Estimating NBC-based recommendations on arbitrarily partitioned data with privacy. Knowl. Based Syst. 36 (2012)
Cihan Kaleli, Huseyin Polat
Privacy-preserving SOM-based recommendations on horizontally distributed data. Knowl. Based Syst. 33 (2012)
Cihan Kaleli, Huseyin Polat
SOM-based recommendations with privacy on multi-party vertically distributed data. J. Oper. Res. Soc. 63 (6) (2012)
Ibrahim Yakut, Huseyin Polat
Privacy-preserving hybrid collaborative filtering on cross distributed data. Knowl. Inf. Syst. 30 (2) (2012)
Alper Bilge, Huseyin Polat
An Improved Profile-Based CF Scheme with Privacy. ICSC (2011)
Cihan Kaleli, Huseyin Polat
Privacy-Preserving Trust-Based Recommendations on Vertically Distributed Data. ICSC (2011)
Nima Dokoohaki, Cihan Kaleli, Huseyin Polat, Mihhail Matskin
Achieving Optimal Privacy in Trust-Aware Social Recommender Systems. SocInfo (2010)
Ibrahim Yakut, Huseyin Polat
Privacy-Preserving SVD-Based Collaborative Filtering on Partitioned Data. Int. J. Inf. Technol. Decis. Mak. 9 (3) (2010)
Ibrahim Yakut, Huseyin Polat, Mehmet Koç
PCF: Projection-based Collaborative Filtering. KDIR (2010)
Huseyin Polat, Wenliang Du, Sahin Renckes, Yusuf Oysal
Private predictions on hidden Markov models. Artif. Intell. Rev. 34 (1) (2010)
Alper Bilge, Cihan Kaleli, Huseyin Polat
On Binary Similarity Measures for Privacy-preserving Top-N Recommendations. ICSOFT (1) (2010)
Alper Bilge, Huseyin Polat
Improving Privacy-Preserving NBC-Based Recommendations by Preprocessing. Web Intelligence (2010)
Sahin Renckes, Huseyin Polat, Yusuf Oysal
Finding the state sequence maximizing P(O; I|λ) on distributed HMMs with Privacy. CICS (2009)
Huseyin Polat, Wenliang Du
recommendation on distributed data. J. Assoc. Inf. Sci. Technol. 59 (7) (2008)
Ibrahim Yakut, Huseyin Polat
Privacy-Preserving Eigentaste-Based Collaborative Filtering. IWSEC (2007)
Huseyin Polat, Wenliang Du
Effects of inconsistently masked data using RPT on CF with privacy. SAC (2007)
Sahin Renckes, Huseyin Polat, Yusuf Oysal
Providing predictions on distributed HMMs with privacy. Artif. Intell. Rev. 28 (4) (2007)
Cihan Kaleli, Huseyin Polat
Providing Private Recommendations Using Naïve Bayesian Classifier. AWIC (2007)
Cihan Kaleli, Huseyin Polat
Providing Naïve Bayesian Classifier-Based Private Recommendations on Partitioned Data. PKDD (2007)
Huseyin Polat, Wenliang Du
Achieving Private Recommendations Using Randomized Response Techniques. PAKDD (2006)
Huseyin Polat, Wenliang Du
SVD-based collaborative filtering with privacy. SAC (2005)
Huseyin Polat, Wenliang Du
Privacy-Preserving Collaborative Filtering on Vertically Partitioned Data. PKDD (2005)
Huseyin Polat, Wenliang Du
Privacy-Preserving Collaborative Filtering. Int. J. Electron. Commer. 9 (4) (2005)
Huseyin Polat, Wenliang Du
Privacy-Preserving Top-N Recommendation on Horizontally Partitioned Data. Web Intelligence (2005)
Huseyin Polat, Wenliang Du
Privacy-Preserving Collaborative Filtering Using Randomized Perturbation Techniques. ICDM (2003)