Is this "あかば" a saying you found on the Internet or in some other information? Or self-made?
The surname "あかば" I found is written as "Akaha". If you create it yourself, no problem.
"Red Leaf" is generally used as a girl's name in Japanese, so I personally feel that even as a surname, it is not suitable for boys. It feels a bit girly...