Owncloud is a very good option, but not that easy to install, if you are not familiar enough with IT. Another easier and less time consuming option would be to use a secure cloud provider like Spideroak. Very important: if you still decide to install OwnCloud, you should also encrypt your data using tools like BoxCryptor.
And keep in mind: the NSA will recognize all of these efforts to hide your data. ;-)