Bibliometric Analysis on Privacy Preserving concept during the years 2014 to 2022 is performed on Scopus database. Total documents under study were 22887. The parameters used for the analysis include source, year, area, Country, University, author and funding agency. Other parameters used for Network analysis were Co-authorship, Co-occurrence, Citation, Co-citation and Bibliographic coupling. The tool supported this analysis was VOSviewer 1.6.16. All Tables and figures were taken from unmapped: uri www.scopus.com, The analysis was carried on 08^th October, 2021.