Publications 2021

Permanent URI for this collection

https://hdl.handle.net/20.500.14170/3707

Browse

Browsing Publications 2021 by Author "Abd Wahab M.H."
  • Publication
    Identification of the exclusivity of individual’s typing style using soft biometric elements
    ( 2021-01-01)
    Yaacob M.N.
    ;
    Syed Zulkarnain Syed Idrus
    ;
    Wan Azani Wan Mustafa
    ;
    Mohd Aminudin Jamlos
    ;
    Abd Wahab M.H.
    Biometric is used as a main security fence in a computer system. The unique characteristics of a person can be distinguished from each other. Human’s biometrics can be categorized into three types: morphological, biological and behavioural. Morphological biometrics uses physical features for recognition. Biological biometrics used to identify user based on biological features. Behavioural biometrics such as gender, culture, height and weight can be used as an additional security measure within a system. These biometric behavioural features are also known as soft biometric. This study uses soft biometric elements (gender, culture, region of birth and educational level) in the keystroke dynamic study to distinguish typing patterns in each of these categories. The Support Vector Machine (SVM) classification method is used to perform this classification for soft biometric identification. The results of this study have shown that soft biometrics in keystroke dynamic can be used to distinguish group of individuals typing.