Cybermen

The story you remember is probably...

Attack of the Cybermen (1985) but it could also be The Invasion (1968).

The Cybermen hid in the sewers as part of their plan to fly Halley's Comet into the Earth. Just because.

They also launched their earlier invasion of London's landmarks from the sewers.

Find out more in the Attack of the Cybermen episode guide.