The throtlle was indeed in reverse, as it is normal on Futaba's radios.
I've reversed it already.
Fixed problem by performing an ESC calibration, according to the ESC manual.
I've learned that a calibration is necessary when you connect the ESC for the first time.

Thank you Jester_1