A system and machine-implemented method for matching input gestures on a touch interface to a security pattern to allow user access to an electronic device or account. The security pattern may correspond to a combination of linear and non-linear input gestures relating to directional changes of the input gestures. A determination of the security pattern may be based on the end motion and speed of each input gesture.