About "sock(s)", both are OK, we say くつした and ソックス, however, we say ソックス even for "a sock", we don't use singular in this case.
About "oven", yes, we say オーブン. The one for only to toast pan, which doesn't have the stting for temperature, we say オーブントースター.
Espero que te ayude.