Gesture Authentication for Smartphones - Evaluation of Gesture Password Selection Policies
Explore the security and usability of gesture-based authentication for smartphones in this IEEE conference talk. Delve into the challenges of evaluating and enhancing gesture password security, including the limitations of current data sets and imprecise matching methods. Learn about a large-scale study involving crowd workers that led to the development of a security assessment framework capable of calculating partial guessing entropy estimates and generating effective cracking dictionaries. Discover novel blacklist and lexical policies designed to improve gesture password entropy and their validation through an additional crowd-sourced study. Gain insights into gesture discretization, n-gram Markov models, and online dictionary attacks using Dynamic Time Warping (DTW). Understand the trade-offs between usability and security in gesture authentication, and explore potential solutions for creating more secure and user-friendly smartphone authentication methods.