A Comprehensive Risk Analysis Method for Adversarial Attacks on Biometric Authentication Systems
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3439741
Abstract: Recent threats to deep learning-based biometric authentication systems stem from adversarial attacks exploiting vulnerabilities in deep learning models. While existing studies extensively analyze the risk of such attacks, they primarily focus on isolated modules (e.g.,… read more here.
Keywords: authentication systems; adversarial attacks; biometric authentication; comprehensive risk ... See more keywords
KEH-Gait: Using Kinetic Energy Harvesting for Gait-based User Authentication Systems
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2018.2828816
Abstract: With the rapid development of sensor networks and embedded computing technologies, miniaturized wearable healthcare monitoring devices have become practically feasible. For many of these devices, accelerometer-based user authentication systems by gait analysis are becoming a… read more here.
Keywords: based user; user authentication; gait; energy ... See more keywords
(In)secure Acoustic Mobile Authentication
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2021.3053282
Abstract: Acoustic fingerprinting aims to identify a mobile device based on its internal microphone(s) and speaker(s) which are unique due to manufacturing imperfection. This paper seeks a thorough understanding of the (in)security of exploring acoustic fingerprints… read more here.
Keywords: mobile authentication; secure acoustic; authentication; authentication systems ... See more keywords