A Novel Machine Learning-Based Approach for Security Analysis of Authentication and Key Agreement Protocols

<div>An instance of dataset in analysis of password guessing attack. (a) Lee-Sohn-Yang-Won password-based protocol prone to password guessing attack denoted by category 1. (b) Improved Lee-Sohn-Yang-Won password-based protocol resistant to password guessing attack denoted by category 0.</div>

Security and Communication Networks

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Figure 21

Figure 21: A Novel Machine Learning-Based Approach for Security Analysis of Authentication and Key Agreement Protocols 