A New Multimodal Approach for Password Strength Estimation—Part II: Experimental Evaluation
Javier Galbally, Iwen Coisel, Ignacio Sanchez · IEEE Transactions on Information Forensics and Security · 2017
A novel multimodal method for the estimation of password strength was presented in Part I of this series of two papers. In this paper, the experimental framework used for the evaluation of the novel approach is described. The method is evaluated following a reproducible protocol, which includes a three-dimensional approach: 1) deterministic assessment; 2) statistical assessment; and 3) third parties assessment (thanks to the availability upon request of an executable application that integrates the multimodal meter). The key experiment of the protocol compares, from a probabilistic point of view, the strength distributions assigned to passwords broken with increasingly complex attacking approaches, following a common strategy in a typical password cracking session. The experimental evaluation is carried out not only for the new meter, but also for other strength estimators from the state of the art, comparing their overall performance. In addition to its consistent results, the proposed method is highly flexible and can be adjusted to specific environments or to a certain password policy. Furthermore, it can also evolve over time in order to naturally adjust to new password selection trends followed by users.