How hard is it to run a secure Linux server, with Apache, PHP, MySQL, and mail services?

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I will be getting my own dedicated server soon and while I have a functional knowledge of the concepts of Linux, I don't know everything. Will my server be reasonably secure if I am sure to keep everything updated and patched (assume there are no PHP scripts vulnerable to SQL injection etc.)
 
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