Data Security and Privacy in Data Mining: Research Issues & Preparation

نویسندگان

  • Dileep Kumar Singh
  • Vishnu Swaroop
  • Madan Mohan Malaviya
چکیده

Database mining can be defined as the process of mining for implicit, formerly unidentified, and potentially essential information from awfully huge databases by efficient knowledge discovery techniques. The privacy and security of user information have become significant public policy anxieties and these anxieties are receiving increased interest by the both public and government lawmaker and controller, privacy advocates, and the media. In this paper we focuses on key online privacy and security issues and concerns, the role of self-regulation and the user on privacy and security protections, data protection laws, regulatory trends, and the outlook for privacy and security legislation. Naturally such a process may open up new assumption dimensions, detect new invasion patterns, and raises new data security problems. Recent developments in information technology have enabled collection and processing of enormous amount of personal data, such as criminal records, online shopping habits, online banking, credit and medical history, and driving records and almost importantly the government concerned data

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Privacy and Security of Big Data in THE Cloud

Big data has been arising a growing interest in both scien- tific and industrial fields for its potential value. However, before employing big data technology into massive appli- cations, a basic but also principle topic should be investigated: security and privacy. One of the biggest concerns of big data is privacy. However, the study on big data privacy is still at a very early stage. Many or...

متن کامل

Privacy and Security of Big Data in THE Cloud

Big data has been arising a growing interest in both scien- tific and industrial fields for its potential value. However, before employing big data technology into massive appli- cations, a basic but also principle topic should be investigated: security and privacy. One of the biggest concerns of big data is privacy. However, the study on big data privacy is still at a very early stage. Many or...

متن کامل

A review on Security in Distributed Information Sharing

In recent year’s privacy preserving data mining has emerged as a very active research area in data mining. Over the last few years this has naturally lead to a growing interest in security or privacy issues in data mining. More precisely, it became clear that discovering knowledge through a combination of different databases raises important security issues. Privacy preserving data mining is on...

متن کامل

Foreword for the special issue of selected papers from the 1st ECML/PKDD Workshop on Privacy and Security issues in Data Mining and Machine Learning

The first Workshop on Privacy and Security issues in Data Mining and Machine Learning (PSDML 2010) was organized on September 24, 2010 at Barcelona, Spain, in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). Privacy and security-related aspects of data mining and machine learning have been the topic of acti...

متن کامل

Secure Computation for Privacy Preserving Data Mining

Data mining is the process of analyzing data from different perspectives and summarizing it into useful information used to feedback, increase revenue, cuts costs, or all. A number of freeware and shareware data mining software resources are available for analyzing data. Data Mining allows users or organizations to analyze the extracted data from many different dimensions or angles, systematica...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013