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» Keystroke dynamics as a biometric for authentication
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IICAI
2007
13 years 6 months ago
Modeling Temporal Behavior via Structured Hidden Markov Models: an Application to Keystroking Dynamics
Structured Hidden Markov Models (S-HMM) are a variant of Hierarchical Hidden Markov Models; it provides an abstraction mechanism allowing a high level symbolic description of the k...
Ugo Galassi, Attilio Giordana, Charbel Julien, Lor...
GECCO
2007
Springer
170views Optimization» more  GECCO 2007»
13 years 11 months ago
An evolutionary keystroke authentication based on ellipsoidal hypothesis space
Keystroke authentication is a biometric method utilizing the typing characteristics of users. In this paper, we propose an evolutionary method for stable keystroke authentication....
Jae-Wook Lee, Sung-Soon Choi, Byung Ro Moon
CCS
2007
ACM
13 years 11 months ago
Keystroke statistical learning model for web authentication
Keystroke typing characteristics is considered as one of the important biometric features that can be used to protect users against malicious attacks. In this paper we propose a s...
Cheng-Huang Jiang, Shiuhpyng Shieh, Jen-Chien Liu
CIARP
2009
Springer
13 years 3 months ago
K-Medoids-Based Random Biometric Pattern for Cryptographic Key Generation
In this paper we report an approach for cryptographic key generation based on keystroke dynamics and the k-medoids algorithm. The stages that comprise the approach are training-enr...
H. A. Garcia-Baleon, Vicente Alarcón Aquino...
COMSWARE
2007
IEEE
13 years 11 months ago
Competition between SOM Clusters to Model User Authentication System in Computer Networks
—Traditional authentication systems employed on Internet are facing an acute problem of intrusions. In this context we propose a neural architecture for user authentication throu...
Shrijit S. Joshi, Vir V. Phoha