Mini-Batch Ensemble Method on Keystroke Dynamics based User Authentication
نویسندگان
چکیده
منابع مشابه
User Authentication Based On Keystroke Dynamics
The most common way to enforce access control is user authentication based on username and password. This form of access control has many flaws which make it vulnerable to hacking. Biometric authentication such as the keystroke dynamics is used in which the keyboard is used in order to identify users. Then the classifier is tailored to each user to find out whether the given user is genuine or ...
متن کاملSecurity System Based on User Authentication Using Keystroke Dynamics
−Keystroke Dynamics is behavioural biometric used to measure the typing rhythm of the user when an individual types on the keyboard. It is assumed as a robust behavioural biometric. The functionality of this biometric is to measure the dwell time and flight time for changing keyboard actions. The paper focuses on enhancement of security using individual’s typing actions to distinguish between a...
متن کاملContinuous User Authentication Using Keystroke Dynamics
Behavioural biometric is related to what a person does, or how the person uses the body. Keystroke dynamics (or typing rhythms) is an innovative behavioural biometric technique, refers to a user’s habitual typing characteristics. These typing characteristics are believed to be unique among large populations. Keystroke dynamics allows for the design of more robust authentication systems than tra...
متن کاملMulti-Level User Authentication via Keystroke Dynamics
Behaviour biometric can provide a better alternative for traditional password methods and also for physiological biometrics due to the fact that they are very economical and easy to integrate with existing system. Various approaches have been made towards enhancing and improving the performance of keystroke dynamics system. The aim of writing this paper is to deal with all the possible uncertai...
متن کاملA 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 ...
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ژورنال
عنوان ژورنال: International journal of advanced smart convergence
سال: 2016
ISSN: 2288-2847
DOI: 10.7236/ijasc.2016.5.3.40