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Privacy Preserving Biometric Verification, PP. 6-8 Keywords: Biometric System,Template,Classical Multidimensional scaling,dimension reduction Abstract: In biometric system there are two phases i.e. Training phase and Testing Phase. The Testing phase is responsible for enrolling individual’s biometric data into the biometric system database. In the Training phase, the biometric characteristic of an individual is first scanned by a biometric reader to produce a
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