A Statistical Inference Attack on Privacy-Preserving Biometric Identification Scheme
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DOI: 10.1109/access.2021.3063693
Abstract: Biometric identification allows people to be identified by their unique physical characteristics. Among such schemes, fingerprinting is well-known for biometric identification. Many studies related to fingerprint-based biometric identification have been proposed; however, they are based… read more here.
Keywords: statistical inference; biometric identification; scheme; identification ... See more keywords
Practical Membership Inference Attack Against Collaborative Inference in Industrial IoT
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2020.3046648
Abstract: The effectiveness of state-of-the-art deep learning (DL) models has empowered the development of industrial Internet of things (IIoT). Recently, considering resource-constrained and privacy-required IIoT devices, collaborative inference has been proposed, which splits DL models and… read more here.
Keywords: inference attack; membership inference; inference; collaborative inference ... See more keywords