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Time-bound Contextual Bio-ID Generation for Minimalist Wearables
March 5, 2024, 2:43 p.m. | Adiba Orzikulova, Diana A. Vasile, Fahim Kawsar, Chulhong Min
cs.LG updates on arXiv.org arxiv.org
Abstract: As wearable devices become increasingly miniaturized and powerful, a new opportunity arises for instant and dynamic device-to-device collaboration and human-to-device interaction. However, this progress presents a unique challenge: these minimalist wearables lack inherent mechanisms for real-time authentication, posing significant risks to data privacy and overall security. To address this, we introduce Proteus that realizes an innovative concept of time-bound contextual bio-IDs, which are generated from on-device sensor data and embedded into a common latent space. …
abstract arxiv authentication become bio challenge collaboration cs.cr cs.lg data data privacy devices dynamic eess.sp human instant privacy progress real-time risks security type wearable wearable devices wearables
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