Presentation about the paper "Privacy-Preserving Search for Chemical Compound Databases"*. This presentation is based on the uploader's understanding of the paper and may contain inaccurate interpretations. A summary of the paper is available at: https://mshcruz.wordpress.com/2016/09/02/summary-privacy-preserving-search-for-chemical-compound-databases/ *Shimizu et al.: "Privacy-Preserving Search for Chemical Compound Databases". BMC Bioinformatics 2015.