compnaion:
Why should I use capacitor, to protect the system from sudden current changes?
Not to protect (against damage anyway) but to stabilize the voltage more in case of bursts of power which might drop the voltage and thus reset the Arduino.
compnaion:
BTW now I noticed, doesn't the converter already have a capacitor?
Yes, but that's not all that big 