Konferenzbeitrag
A Novel Mobilephone Application Authentication Approach based on Accelerometer and Gyroscope Data
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Datum
2018
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Köllen Druck+Verlag GmbH
Zusammenfassung
The advent of mobile phones have changed our daily life. We are heavily relying on
various applications installed on mobilephones to communicate with other, to share personal information
with them, and to access our bank account, etc. However, the security measurement in terms
of accessing these applications is either omitted or user-hostile because of the burden of memorizing
the PIN or password. In order to relieve people from such burden, we explore the possibility of
developing a mobilephone application authentication approach by analyzing the accelerometer and
gyroscope data collected from the first few seconds when the user opens an application. By evaluating
several proposed authentication approaches on a dataset collected from a real-life scenario,
we achieve the best EER at 22.72% by only using the data collected from first 3 seconds. We think
integrating the proposed non-intrusive authentication approach into the mobilephone application as
an alternative for PIN/password can provide a more user-friendly authentication mechanism.