Enhancing Privacy-Preserving Personal Identification Through Federated Learning With Multimodal Vital Signs Data

Enhancing Privacy-Preserving Personal Identification Through Federated Learning With Multimodal Vital Signs Data

Personal identification (PI) can be verified using multimodal vital sign measurement methodologies in human physiology, such as electrocardiography (ECG) and radar signals. However, these processes are inevitably associated with concerns over privacy during the data collection and analysis stages, a...

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Bibliographic Details
Main Authors: Tae-Ho Hwang, Jingyao Shi, Kangyoon Lee
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Bidirectional long short-term memory
ensemble model
electrocardiogram
federated learning
long short-term memory
personal identification
Online Access:https://ieeexplore.ieee.org/document/10301542/

Internet

https://ieeexplore.ieee.org/document/10301542/

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