A computer science Masters student Tony Beltramelli at the IT University of Copenhagen has demonstrated that software running on a smartwatch could be used to record a user's passwords and PINs. He managed this by using the smartwatch's motion sensors and analysing the patterns of data from the sensors when tapping a keypad to enter a PIN.
Source: phys.org