Performance Evaluation of Security Protocols

TL;DR

This paper introduces a polynomial mathematical model for comparing the performance of security protocols, enabling efficient evaluation without implementation-specific details, validated through extensive protocol testing.

Contribution

It presents a novel polynomial modeling approach for security protocol performance comparison, reducing reliance on implementation-specific data.

Findings

Model accurately predicts protocol performance

Enables comparison without actual implementation

Validated with 1000 generated protocols

Abstract

We propose a comparative performance evaluation of security protocols. The novelty of our approach lies in the use of a polynomial mathematical model that captures the performance of classes of cryptographic algorithms instead of capturing the performance of each algorithm separately, approach that is used in other papers. A major advantage of using such a model is that it does not require implementation-specific information, because the decision is based on comparing the estimated performances of protocols instead of actually evaluating them. The approach is validated by comparatively evaluating the performances of 1000 automatically generated security protocols against the performances of their actual implementations.