Accepted Papers

  • Confidential Data Identification using Data Mining Techniques in Data Leakage Prevention System.
    Peneti Subhashini and B Padmaja Rani,Jawaharlal Nehru technological University,India
    ABSTRACT
    Data leakage means sending confidential data of an organization to an unauthorized person. Nowadays, identifying confidential data is a big challenge for the organization. We develop a system by using data mining techniques, which identifies confidential data of an organization. In the first step we create clusters for the training data set. In a second step identify confidential terms and context terms for each cluster. In a third step based on the confidential terms and context terms, the confidentiality level of the
    tested document is calculated in terms of score. If the confidential score of a document exceeds a predefined threshold value, then the document considered confidential and is blocked.