Try to add your user to tty and dialout. Execute the following commands:
sudo usermod -a -G tty yourUserName
sudo usermod -a -G dialout yourUserName
Log off and log on again for the changes to take effect!
I've found it here: Arduino Playground - Debian. It worked for me.
Cheers.