%0 Journal Article %T Privacy Preserving Biometric Verification %A Angarika Jadhav %A Prof. N.M.Shahane %J International Journal of Engineering Research %V 3 %N 1 %P 6-8 %D 2014 %I IJER %X 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 %K Biometric System %K Template %K Classical Multidimensional scaling %K dimension reduction %U http://www.ijer.in/ijer/publication/v3s1/IJER_2014_102.pdf