ABSTRACT
Authentication is a process that ensures user identity. Nowadays, the most common authentication methods used are password and fingerprint-based user. It has been shown to have some drawbacks as hacker can invade system and revealed the password while fingerprint can easily be stolen from authenticated user. To overcome this problem, user authentication through mouse dynamics is introduced. It is an authentication with pointing device such as mouse and touchpad that can verify computer user based on their mouse operating styles. The authentication approach is based on mouse operation task for which user who performs the right action can be verified as an authenticated user.
INTRODUCTIONMouse dynamics, one of the common behavioral biometrics can be used to provides user authentication through different mouse movements and clicks. In this projects, there is a combination of holistic features such as movement elapsed will be applied to create user authentication. Mouse biometric system usually consists of three modules which are Data Capture Module, Feature Extraction Module and Classifier Module . User will interact with GUI and will provide raw data based on their mouse behavior for the first module. Second module work by analyzes the raw data that provided earlier to extract user own feature that can distinguish each user behavior through their mouse movements. The extraction feature will then be used to identify or verify user.
OBJECTIVES
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METHODOLOGYFRAMEWORK
The framework can be divided into two phase which are Registration and Verification phase.
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CONCLUSION
Using Mouse Dynamics application can authenticate a user by capturing the data when a user interact with the application or training program that has been provided
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