Do not fear running your own server. There is no such thing as perfect security and neither is the cloud inherently secure. Many of the infamous data leaks you've heard about in recent years occurred on cloud-hosted systems. Ultimately, if security is a concern, you need someone that understands security, regardless of where its hosted.