Behavior-based Authentication using User Biological Data to IoT Device having Touchscreen
Jiwoo Lee, SoHyeon Park, Eun‐Kyu Lee · 2021 International Conference on Information and Communication Technology Convergence (ICTC) · 2021
It has been well reported that there are various attack vulnerabilities in behavior-based authentications and bio-based authentications for IoT applications. To mitigate the vulnerability issues, this research proposes a new authentication method that integrates a behavior-based authentication with a biological data of a user; in particular, our method uses distances between stretching fingers of an authentication user. Using the method, this paper presents a robust authentication solution that exploits data from a smartwatch. Experimental results demonstrate that the proposed method achieves up to 90% of authentication accuracy and 93.94% of attack detection rate.