Privacy Preservation Data Mining and Security

The paper is a research report on data mining - a subject which has been studied widely and whose application spans a wide range of field including the Internet of Things (IoT) and business developments. Data mining techniques come along with serious challenges due to the disclosure of private information and violation of privacy. Privacy preservation data mining and security (PPDMS) is a vital branch in the science of data mining and an essential topic in privacy preservation. The subject has gained significant attention in the recent past. PPDMS protects sensitive and private data from being disclosed without permission from the providers or data owners. The paper gives a research report on PPDMS techniques. It outlines security measures employed in preserving data and compares the techniques' advantages and disadvantages. The paper also suggests better ways to improve the methods.