Nowadays, biometric recognition and verification methods are everywhere, trying to face the security issues that constantly affect our digital-every day life. In addition, many special-purpose applications, also need a constant (continuous) verification of the user in order to avoid that a sensitive operation is executed by an impostor; as an example let think to banking operations. In this paper, a continuous authentication method on mobile device is presented, which uses smartphone gestures data for the constant verification of the user and periocular data for a second step verification module. The results executed over two datasets show a verification accuracy of 83% and 94% approximately, respectively for smartphone touch features and periocular data.
Continuous authentication on smartphone by means of periocular and virtual keystroke / Barra, Silvio; Marras, Mirko; Fenu, Gianni. - 11058:(2018), pp. 212-220. (Intervento presentato al convegno 12th International Conference on Network and System Security, NSS 2018 tenutosi a Hong Kong, China nel August 27–29, 2018) [10.1007/978-3-030-02744-5_16].
Continuous authentication on smartphone by means of periocular and virtual keystroke
Barra, Silvio;
2018
Abstract
Nowadays, biometric recognition and verification methods are everywhere, trying to face the security issues that constantly affect our digital-every day life. In addition, many special-purpose applications, also need a constant (continuous) verification of the user in order to avoid that a sensitive operation is executed by an impostor; as an example let think to banking operations. In this paper, a continuous authentication method on mobile device is presented, which uses smartphone gestures data for the constant verification of the user and periocular data for a second step verification module. The results executed over two datasets show a verification accuracy of 83% and 94% approximately, respectively for smartphone touch features and periocular data.File | Dimensione | Formato | |
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