Fuzzy rule based intelligent system for user authentication based on user behaviour

Abstract

Security of the data is one of the major concerns now a days. To secure data text–based authentication vulnerable to attacks like shoulder surfing, hidden cameras and hackers. To avoid these attacks, biometric schemes are useful by means of face recognition, voice recognition, thumb impression detection, fingerprint detection etc which is more costly as it requires some external equipments. In this paper, we proposed a security system based on fuzzy rule based intelligent system which can be used for authentication process based on the user’s behavior. The behavioral biometrics such as typing pattern, time and speed of a particular person can be recorded through keyboard even without the knowledge of the user, and need not to fill any form or to install any additional hardware, thus it is cost effective and robust in security aspect.

Subject Classification:

• Primary 03B52
• 28E10 Secondary 03E72

Keywords:

• Biometrics
• Keystroke Behavior
• User Authentication
• Password Authentication
• Fuzzy Intelligent System