Table 3 Categorization of current studies

Matwin (2013)

√

Privacy

Vatsalan et al. (2013)

√

Privacy

Qi and Zong (2012)

√

Privacy

Raju et al. (2009)

√

Privacy

Malina and Hajny (2013), Sachan et al. (2013)

√

Privacy

Mukkamala and Ashok (2011)

√

√

Privacy

Weng et al. 2008)

√

Privacy and efficiency

Dehkordi et al. 2009)

√

Security, privacy and utility

Gkoulalas-Divanis and Verykios (2009)

√

Efficiency

Li et al. (2009b)

√

Privacy

Kasthuri and Meyyappan (2013)

√

Privacy

Quoc et al. (2013)

√

Privacy

Domadiya and Rao (2013)

√

Efficient

Kamakshi (2012)

√

Privacy and utility

Zhang et al. (2012a)

√

Privacy

Zhang et al. (2012b)

√

Privacy

Li et al. (2009a)

√

Privacy

Kamakshi and Meyyappan (2010)

√

Privacy

Islam and Brankovic (2011)

√

Privacy

Wang and Lee (2008)

√

Accuracy, efficiency, and privacy

Xiong et al. 2006)

√

Privacy

Singh et al. (2010)

√

Privacy and efficiency

Baotou (2010)

√

Privacy

Vaidya et al. (2008)

√

Privacy

Kantarcıoglu and Vaidya (2003)

√

Privacy and accuracy

Sathiyapriya and Sadasivam (2013)

√

Security and privacy

Yi and Zhang (2013)

√

Accuracy and privacy

Raghuram and Gyani (2012)

√

Performance, scalability and execution time

Lin and Lo (2013)

√

Privacy, efficiency, and effective

Harnsamut and Natwichai (2008)

√

Privacy and efficient

Seisungsittisunti and Natwichai (2011)

√

Privacy

Giannotti et al. (2013)

√

Security and privacy

Worku et al. (2014)

√

Security and privacy

Arunadevi and Anuradha (2014)

√

Security and privacy

Lai et al. (2014)

√

Security and privacy

Kerschbaum and Julien (2008)

√

Privacy and performance

Shrivastava et al. (2011)

√

Efficiency and security

Vijayarani et al. (2010a)

√

Privacy and utility

Aggarwal and Yu (2008)

√

Privacy

Belwal et al. (2013)

√

Privacy

Jain et al. (2011)

√

Privacy

Naeem et al. (2010)

√

Privacy and accuracy

Li and Liu (2009)

√

Efficiency

Ying-hua et al. (2011)

√

Privacy

Li (2013)

√

Privacy

Dev et al. (2012)

√

Privacy

Tassal (2014)

√

Privacy

Chan and Keng (2013)

√

Privacy

Dong and Kresman (2009)

√

Privacy

Aggarwal et al. (2005)

√

Privacy

Xu and Yi (2011)

√

Privacy

Inan and Saygin (2010)

√

Privacy

Nanavati and Jinwala (2012)

√

Privacy

Agrawal and Srikant (2000)

√

Privacy and efficient

Wang et al. (2010)

√

Privacy and performance

Nguyen et al. (2012)

√

Privacy and an effective

Om Kumar et al. (2013)

√

Privacy

Mokeddem and Belbachir (2010)

√

Privacy and accuracy

Ibrahim et al. (2012)

√

Privacy and efficiency

Patel et al. (2012)

√

Privacy

Kumbhar and Kharat (2012)

√

Privacy, accuracy and efficiency

Nix et al. (2012)

√

Privacy

Keshavamurthy et al. (2013)

√

Accuracy and privacy

Wang et al. (2004), Machanavajjhala et al. (2007)

√

Privacy

Loukides et al. (2012), Wang et al. (2004)

√

Privacy, efficiency, accuracy and utility

Friedman et al. (2008), Loukides and Gkoulalas-divanis (2012)

√

Privacy and utility

Ciriani et al. (2008)

√

Privacy

He et al. (2011), Friedman et al. 2008)

√

Privacy and utility

Patil and Patankar (2013), He et al. (2011)

√

quality of anonymity and reduce the information loss

Zhu and Chen (2012), Patil and Patankar 2013)

√

Privacy

Soodejani et al. (2012, Zhu and Chen (2012)

√

Privacy

Karim et al. (2012), Soodejani et al. (2012)

√

Privacy

Loukides et al. (2012), Karim et al. (2012)

√

Privacy

Vijayarani et al. (2010a, b), (Loukides et al. 2012)

√

Privacy

Nergiz et al. (2009), Xu and Yi (2011)

√

Privacy, utility and effectiveness

Tai et al. (2013), Vijayarani et al. (2010b)

√

Privacy and efficiency

Tai et al. (2010, 2013)

√

Privacy

Pan et al. (2012), Tai et al. (2010)

√

Privacy

Deivanai et al. (2011), Pan et al. (2012)

√

Privacy

Monreale et al. (2014), Deivanai et al. (2011)

√

Privacy

Nergiz and Gök (2014), Nergiz et al. (2013), Monreale et al. (2014)

√

Privacy, utility and accuracy

Zhang et al. (2013a, 2014a), Nergiz et al. (2013)

√

Privacy and scalable

Zhang et al. (2014a)

√

Privacy and scalability

Zhang et al. (2013a, b), Zhang et al. (2014a)

√

Privacy, scalability and efficiency

Ding et al. (2013), Zhang et al. (2013c)

√

Privacy