Balancing data utility versus information loss in data-privacy protection using k-Anonymity

• Main Authors: Esmeel, Thamer Khalil, Hasan, Md Munirul, Kabir, Muhammad Nomani, Ahmad, Firdaus
• Format: Conference or Workshop Item
• Language: English
• Published: IEEE
• Subjects: QA75 Electronic computers. Computer science; QA76 Computer software
• Online Access: http://umpir.ump.edu.my/id/eprint/31545/1/Balancing%20Data%20Utility%20versus%20Information%20Loss%20in.pdf; http://umpir.ump.edu.my/id/eprint/31545/; http://10.1109/ICSPC50992.2020.9305776

Data privacy has been an important area of research in recent years. Dataset often consists of sensitive data fields, exposure of which may jeopardize interests of individuals associated with the data. In order to resolve this issue, privacy techniques can be used to hinder the identification of a p...