A systematic review on keystroke dynamics

Brazilian Computer Society. Journal

Paulo Henrique Pisani³  Ana Carolina Lorena⁵ 

[1] dos Campos, Brazil;ãInstituto de Ciência e Tecnologia (ICT), Universidade Federal de Sãncias Matemáo (ICMC), Universidade de São Carlos, Brazil;o Joséo Paulo (UNIFESP), São Paulo (USP), Sãticas e de Computaç

关键词: Behavioral intrusion detection;    Biometrics;    Keystroke dynamics;    Systematic review;   

DOI  :  10.1007/s13173-013-0117-7

学科分类：农业科学（综合）

来源: Springer U K

【 摘 要 】

Computing and communication systems have improved our way of life, but have also contributed to an increased data exposure and, consequently, to identity theft. A possible way to overcome this issue is by the use of biometric technologies for user authentication. Among the possible technologies to be analysed, this work focuses on keystroke dynamics, which attempts to recognize users by their typing rhythm. In order to guide future researches in this area, a systematic review on keystroke dynamics was conducted and presented here. The systematic review method adopts a rigorous procedure with the definition of a formal review protocol. Systematic reviews are not commonly used in artificial intelligence, and this work contributes to its use in the area. This paper discusses the process involved in the review along with the results obtained in order to identify the state of the art of keystroke dynamics. We summarized main classifiers, performance measures, extracted features and benchmark datasets used in the area.

【 授权许可】

CC BY