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The importance of building encrypted relational databases for database security has been studied for the past 20 years. While progress has been made, there are still limitations in security, performance, and query expressiveness. This work calls for collaboration between the database and cryptography communities to address these issues. Five principles and an initial approach have been proposed as a first step towards improving encrypted databases to protect data privacy in an era where data is constantly produced, consumed, and enriched in various ways.