I assume it's something like this. Might be cheaper to replace the whole thing.
There might be a frequency printed on the control box. If so maybe you can find a remote that matches
ebay.com link: 24 44 Key IR Remote Controller DC 12V for RGB LED 3528 5050 SMD Strip Lights