Analysis of Post quantum cryptography using neural estimators of mutual information
Title: Analysis of Post quantum cryptography using neural estimators of mutual information
DNr: LiU-compute-2025-25
Project Type: LiU Compute
Principal Investigator: Onur Günlü <onur.gunlu@liu.se>
Affiliation: Linköpings universitet
Duration: 2025-05-23 – 2026-01-01
Classification: 10211
Keywords:

Abstract

The purpose of this work is to analyze the security of candidate algorithms for Post Quantum cryptography (PQC), and hybrid PQC methods. This will be done by estimating the mutual information between ciphertexts and plaintext. This estimation will be done using neural estimators, primarily Mutual information neural estimator (MINE).