Dynamically generate a long-lived private key based on password keystroke features and neural network

Information Sciences

Volumn 211, Issue , 2012, Pages 36-47

  Chang, Ting Yi ^a  

^a NATIONAL CHANGHUA UNIVERSITY OF EDUCATION   (Taiwan)

Author keywords

Biometric; Cryptography; Key store; Keystroke feature; Neural network; Password guessing attack

Indexed keywords

BIT-STRINGS; CRYPTOGRAPHIC HARDWARE; CRYPTOGRAPHIC SCHEMES; KEY STORE; KEYSTROKE FEATURE; NEURAL NETWORK TECHNIQUES; NON-REPUDIATION; PASSWORD GUESSING ATTACK; PRIVATE KEY; STORAGE UNITS;

AUTHENTICATION; BIOMETRICS; NEURAL NETWORKS; SECURITY OF DATA;

CRYPTOGRAPHY;

EID: 84862871527     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2012.04.009     Document Type: Article

References (28)

1. L.C.F. Araújo, L.H.R. Sucupira, M.G. Lizárraga, L.L. Ling, and J.B.T. Yabu-Uti User authentication through typing biometrics features IEEE Transactions on Signal Processing 53 2005 851 855 (Pubitemid 40181779)
2. T.Y. Chang A convertible multi-authenticated encryption scheme for group communications Information Sciences 178 17 2008 3426 3434
3. T.Y. Chang, M.S. Hwang, and W.P. Yang A communication-efficient three-party password authenticated key exchange protocol Information Sciences 181 2 2011 217 226
4. T.Y. Chang, C.J. Tsai, J.H. Lin, and A graphical-based password keystroke dynamic authentication system for touch screen handheld mobile devices Journal of Systems and Software 85 5 2012 1157 1165
5. C.L. Liu, T.Y. Chang, M.L. Chiang, and C.J. Tsai A simple keystroke dynamics-based authentication system using means and standard deviations Journal of Internet Technology 13 3 2012 439 444
6. T.Y. Chang, Y.J. Yang, and C.C. Peng A personalized rhythm click-based authentication system Information Management and Computer Security 18 2 2010 72 85
7. C. Ellison, C. Hall, R. Mibert, and B. Schneier Protecting secret keys with personal entry Future Generation Computer Systems 16 4 2000 311 318 (Pubitemid 30552901)
8. M.T. Hagan, H.B. Demuth, and M.H. Beale Neural Network Design Har/Dis ed. 1996 PWS Boston
9. S. Haider, A. Abbas, A.K. Zaidi, A multi-technique approach for user identification through keystroke dynamics, in: IEEE International Conference on System, Man, and Cybernetics, 2000, pp. 1336-1341. (Pubitemid 32069225)
10. Christoph Hammerschmidt, NXP RFID encryption cracked, EE Times, 2008. < http://www.eetimes.com >.
11. J. Herranz Efficient certificateless proxy signature scheme with provable security Information Sciences 188 1 2012 322 337
12. S. Hocquet, J.Y. Ramel, H. Cardot, User classification for keystroke dynamics authentication, in: Advances in Biometrics, Lecture Notes in Computer Science 4642, 2009, pp. 531-539.
13. D. Hosseinzadeh, and S. Krishnan Gaussian mixture modeling of keystroke patterns for biometric applications IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews 38 2008 816 826
14. S. Hwang, S. Cho, and S. Park Keystroke dynamics-based authentication for mobile devices Computers & Security 28 1-2 2009 85 93
15. P. Kang, S. Park, S. Hwang, H. Lee, and S. Cho Improvement of keystroke data quality through artificial rhythms and cues Computers & Security 27 1-2 2008 3 11
16. K.S. Killourhy, R.A. Maxion, Comparing anomaly-detection algorithms for keystroke dynamics, in: IEEE/IFIP International Conference on Dependable Systems & Networks, 2009, pp. 125-134.
17. S.C. Kremer Spatiotemporal connectionist networks: a taxonomy and review Neural Computation 13 2001 249 306 (Pubitemid 33594999)
18. J. Lai, W. Kou, and K. Chen Self-generated-certificate public key encryption without pairing and its application Information Sciences 181 11 2011 2422 2435
19. H.J. Lee, and S. Cho Retraining a keystroke dynamics-based authenticator with impostor patterns Computers & Security 26 2006 300 310
20. T.F. Lee, and T. Hwang Simple password-based three-party authenticated key exchange without server public keys Information Sciences 180 9 2010 1702 1714
21. W. Martono, H. Ali, M.J.E. Salami, Keystroke pressure-based typing biometrics authentication system using support vector machines, in: Computational Science and Its Applications, Lecture Notes in Computer Science 4706, 2007, pp. 85-93.
22. National Institute of Standards and Technology, FIPS PUB 140-2, security requirements for cryptographic modules, in: National Institute of Standards and Technology, US Department of Commerce, May 2004.
23. M.S. Obaidat, and B. Sadoun Verification of computer users using keystroke dynamics IEEE Transactions on System, Man, and Cybernetics - Part B: Cybernetics 27 1997 261 269 (Pubitemid 127770659)
24. PC Toolsdasfasdf Security guide for windows - random password generator, 2010. < http://www.pctools.com/guides/password >.
25. J.A. Robinson, V.M. Liang, J.A. Michael Chambers, and C.L. MacKenzie Computer users verification using login string keystroke dynamics IEEE Transactions on System, Man, and Cybernetics - Part A: Systems and Humans 28 1998 236 241 (Pubitemid 128752056)
26. W.G. De Ru, and J.H.P. Eloff Enhanced password authentication through fuzzy logic IEEE Expert: Intelligent Systems and Their Applications 12 6 1997 38 45 (Pubitemid 127802496)
27. Y. Sheng, V.V. Phoha, and S.M. Rovnyak A parallel decision tree-based method for user authentication based on keystroke patterns IEEE Transactions on System, Man, and Cybernetics - Part B: Cybernetics 35 2005 826 833 (Pubitemid 41644063)
28. J. Zhao, and D. Gu Provably secure three-party password-based authenticated key exchange protocol Information Sciences 184 1 2012 310 323