Can I read Trust Factor-based Analysis of User Behavior Using Sequential Pattern Mining for Detecting Intrusive Transactions in Databases on EtoBox?

Trust Factor-based Analysis of User Behavior Using Sequential Pattern Mining for Detecting Intrusive Transactions in Databases by Indu Singh; Rajni Jindal is a Computer Science article available to read on EtoBox.

What is Trust Factor-based Analysis of User Behavior Using Sequential Pattern Mining for Detecting Intrusive Transactions in Databases about?

Organizations today are employing databases on a large scale to store data essential for their functioning. Malicious access and modifications of the databases may lead to adverse financial and legal implications. In recent years, security researchers have focused on detecting abuse of access privileges by employees of an organization. Identifying threats from insiders is hard because they are aware of the organization of the database in addition to having authorised access privileges. To detect insider attacks effectively and efficiently, we present a novel approach to dynamically determine the malicious transactions using historical data. We propose Trust factor-based user behavior analysis using sequential pattern mining for database intrusion detection systems (TFUBID). Since, groups of users access the organizational database for similar purposes, we cluster user behavior vectors using fuzzy clustering and define a class of Integral Data Attributes using sequential pattern mining to model trust factor-based behavioral patterns of employees accessing the database assigning higher weight to critical elements and Directly Correlated Attributes. A comprehensive experimental evalua

Who reads Trust Factor-based Analysis of User Behavior Using Sequential Pattern Mining for Detecting Intrusive Transactions in Databases?

Author

Indu Singh; Rajni Jindal

Publisher

Springer Science and Business Media LLC

Published

2023

Language

EN

Field

Computer Science (Physical Sciences)