If antifreeze was corrosive, you wouldn't be pouring into your car's radiator. In fact, it contains lubricants and anti-rust stuff.

However, you should clean it off completely with mineral spirits (paint thinner) and re-lube the enginge parts after cleaning and before reassembly.