Enhancing Login Security Through the Use of Keystroke Input Dynamics

نویسندگان

  • Kenneth Revett
  • Sérgio Tenreiro de Magalhães
  • Henrique M. Dinis Santos
چکیده

Security is a critical component of most computer systems – especially those used in E-commerce activities over the Internet. Global access to information makes security a critical design issue in these systems. Deployment of sophisticated hardware based authentication systems is prohibitive in all but the most sensitive installations. What is required is a reliable, hardware independent and efficient security system. In this paper, we propose an extension to a keystroke dynamics based security system. We provide evidence that completely software based systems based on keystroke input dynamics can be as effective as expensive and cumbersome hardware based systems. Our system is a behavioral based system that captures the typing patterns of a user and uses that information, in addition to standard login/password security to provide a system that is user-friendly and very effective at detecting imposters. The results provide a means of dealing with enhanced security that is growing in demand in web-based applications such as E-commerce.

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

Developing a Keystroke Dynamics Based Agent Using Rough Sets

Software based biometrics, utilising keystroke dynamics has been proposed as a cost effective means of enhancing computer access security. Keystroke dynamics has been successfully employed as a means of identifying legitimate/illegitimate login attempts based on the typing style of the login entry. In this paper, we collected keystroke dynamics data in the form of digraphs from a series of user...

متن کامل

On the Design of an Authentication System Based on Keystroke Dynamics Using a Predefined Input Text

The design of an authentication system based on keystroke dynamics is made difficult by the fact that the typing behaviour of a person is subject to strong fluctuations. An asymmetrical method able to handle this difficulty by using a long text on enrolment and a short one at login is analysed in this paper. The results of an empirical study based on an extensive field test are presented. The s...

متن کامل

A machine learning approach to keystroke dynamics based user authentication

The majority of computer systems employ a login ID and password as the principal method for access security. In stand-alone situations, this level of security may be adequate, but when computers are connected to the internet, the vulnerability to a security breach is increased. In order to reduce vulnerability to attack, biometric solutions have been employed. In this paper, we investigate the ...

متن کامل

User Credential Hardening through Keystroke Dynamics

Most computer systems rely on usernames and passwords as a mechanism for access control and authentication of authorized users. These credential sets offer weak protection to a broad scope of applications with differing levels of sensitivity. Traditional physiological biometric systems such as fingerprint, face, and iris recognition are not readily deployable in remote authentication schemes. K...

متن کامل

Keystroke Dynamics Authentication: A Survey of Free-text Methods

Current computer systems depend greatly on authentication methods in order to provide sufficient protection to the data handled by these systems. Rather than using the common username and password scheme which suffers from many security and usability limitations, we investigate in this paper the use of keystroke dynamics as a more useable authentication alternative. We focus on the research don...

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 2006