A systematic review on keystroke dynamics

作者: Paulo Henrique Pisani , Ana Carolina Lorena

DOI: 10.1007/S13173-013-0117-7

关键词:

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

参考文章(42)
M. Karnan, M. Akila, N. Krishnaraj, Review Article: Biometric personal authentication using keystroke dynamics: A review soft computing. ,vol. 11, pp. 1565- 1573 ,(2011) , 10.1016/J.ASOC.2010.08.003
Kevin Killourhy, Roy Maxion, Why Did My Detector Do That recent advances in intrusion detection. pp. 256- 276 ,(2010) , 10.1007/978-3-642-15512-3_14
R. Stockton Gaines, Norman Shapiro, William Lisowski, S. James Press, Authentication by Keystroke Timing: Some Preliminary Results RAND Corporation. ,(1980)
Grant Pannell, Helen Ashman, User modelling for exclusion and anomaly detection: a behavioural intrusion detection system international conference on user modeling adaptation and personalization. pp. 207- 218 ,(2010) , 10.1007/978-3-642-13470-8_20
Kevin Killourhy, Roy Maxion, Why did my detector do that?!: predicting keystroke-dynamics error rates recent advances in intrusion detection. pp. 256- 276 ,(2010)
Enzhe Yu, Sungzoon Cho, Novelty Detection Approach for Keystroke Dynamics Identity Verification intelligent data engineering and automated learning. pp. 1016- 1023 ,(2003) , 10.1007/978-3-540-45080-1_143
Woojin Chang, Reliable Keystroke Biometric System Based on a Small Number of Keystroke Samples Lecture Notes in Computer Science. pp. 312- 320 ,(2006) , 10.1007/11766155_22
Kevin Killourhy, Roy Maxion, The Effect of Clock Resolution on Keystroke Dynamics recent advances in intrusion detection. pp. 331- 350 ,(2008) , 10.1007/978-3-540-87403-4_18