Add resource "Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication" Accepted
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Add Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication
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- Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication
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- 2013-01
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- We investigate whether a classifier can continuously authenticate users based on the way they interact with the touchscreen of a smart phone. We propose a set of 30 behavioral touch features that can be extracted from raw touchscreen logs and demonstrate that different users populate distinct subspaces of this feature space. In a systematic experiment designed to test how this behavioral pattern exhibits consistency over time, we collected touch data from users interacting with a smart phone using basic navigation maneuvers, i.e., up-down and left-right scrolling. We propose a classification framework that learns the touch behavior of a user during an enrollment phase and is able to accept or reject the current user by monitoring interaction with the touch screen. The classifier achieves a median equal error rate of 0% for intra-session authentication, 2%-3% for inter-session authentication and below 4% when the authentication test was carried out one week after the enrollment phase.
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- http://arxiv.org/abs/1207.6231
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- ISSN: 1556-6013, 1556-6021
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Add Continuous authentication
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- Continuous authentication
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- Continuous authentication is a method of identity confirmation on an ongoing basis. Instead of a user simply being logged in once, the authentication mechanism continues to re-verify the identity of the session user even after logging in.
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- https://gkaccess.com/support/glossary/continuous-authentication/
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Add Computer security
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- Computer security
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- Computer security, cybersecurity or information technology security (IT security) is the protection of computer systems and networks from the theft of or damage to their hardware, software, or electronic data, as well as from the disruption or misdirection of the services they provide. The field is becoming more important due to increased reliance on computer systems, the Internet and wireless network standards such as Bluetooth and Wi-Fi, and due to the growth of "smart" devices, including smartphones, televisions, and the various devices that constitute the "Internet of things". Owing to its complexity, both in terms of politics and technology, cybersecurity is also one of the major challenges in the contemporary world.
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- https://en.wikipedia.org/?curid=7398
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Add Continuous authentication treated in Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication
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Add Computer science parent of Computer security
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Add Continuous authentication subtopic of Computer security
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Add Computer programming (detached) Continuous authentication
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