From the article:
What caused the fires?
“Fifteen fires had started simultaneously on three different fronts in Athens,” said government spokesman Dimitris Tzanakopoulos.
Greece, he added, had requested drones from the US to “observe and detect any suspicious activity”.
Yes, it seems like arson is a real possibility here.