Problem connecting 10W led + Led driver Directly Arduino Uno
To operate LED using Arduino you will need a switch that can be operated using electronic switch like transistor, Mosfet or Relay board.
More easy and reliable option would be using Relay Board.

You can visit this link and can get more idea....

http://www.electroschematics.com/8975/arduino-control-relay/