Will My Data remain Secure in the Cloud if I move from My Onsite Server?

It is like you are asking if your gold will remain secure in bank locker instead of your own home. You may not question the banking system as it is now well-established. Then with Cloud Provider, your data will be managed by a professional organisation. And thus, data will remain safe. Of course, you may ask about different security measures that the Cloud Provider has taken.