After the Second Lebanon War ceasefire came into effect, Moreno led about a hundred fighters in an operation in the region of Baalbek. They landed in two Yasur helicopters, disguised as Lebanese Army soldiers. The operation had been leaked to the Lebanese media and Hezbollah, but senior echelons of the General Staff decided to go forward. After the operation was successfully completed, and the forces were on their way back, they were ambushed by Hezbollah, and Moreno, who was sitting in a jeep, was mortally injured, and died soon after. He was the first soldier of Sayeret Matcal to die in combat since 1994. He was buried at Mount Herzl.