Main focus of this paper is on the use of knn to achieve k anonymity for location based services, in a paper previously encountered, it is observed that in location based, there is no sensitive or qid differentiation as all can be sensitive,

However our approach can be used for datasets which have sensitive attributes and are resembling healthcare or census data