It should fit pretty snugly. You might want to try a new cable.
I've also used hot glue to hold similar connectors on RC planes, robots, drones, etc. Plug it in, then put a blob of hot glue that completely covers the connector. This also acts as a strain relief for the wires. Google hot glue wiring connector and you should get some video & photo hits.