To move fund from an address, what is required is its private key.
Take note that all bitcoin addresses that have received bitcoin are public and if it was possible to move fund just with knowing the address, bitcoin would have no value now.
It may worth mentioning that anyone who knows your bitcoin address can check your transactions.
So, if you care about your about your privacy, you shouldn't reuse addresses.