I want to know which database is more secure: mysql or pgSQL.
Which ones support stored procedures?
What are the advantages of one over the other?
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Neither is “more secure”. The database software is only as secure as you make it. If your application is poorly written, neither one will be secure, and vice-versa.
Both databases support stored procedures. (MySQL, PostgreSQL)
As for pros and cons of each, see this question.