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Conference Paper
Security Consideration of Fuzzy Vault Based on Photoplethysmogram
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- Authors
- Juyoung Kim, Kwantae Cho, Sang Uk Shin
- Issue Date
- 2017-12
- Citation
- International Conference on Computer Science and its Applications (CSA) 2017, pp.1-7
- Language
- English
- Type
- Conference Paper
- Abstract
- Recently, various studies have been conducted on secret key generation and authentication using biosignals. PPG signals in biosignals are easy to measure, and signals generated from the inside of the body are difficult to leak. However, since the UWB radar can collect heart rate information, it is possible to measure the PPG signal remotely. Among the secret key sharing methods using PPG signals, the fuzzy vault method is vulnerable to correlation attack. Therefore, the predicted signal is generated using the Kalman filter of the leaked PPG signal, and unlock the vault using the generated predicted signal. In this paper, we generate a prediction signal from a PPG signal through a Kalman filter and use it to unlock the vault. Also discuss the considerations for using fuzzy vault safely.
- KSP Keywords
- Correlation attack, Fuzzy Vault, Kalman filter, PPG signal, Secret key generation, UWB radar, heart rate, secret key sharing, the body