Quantum Crypto Meets Machine Learning

13^th May 2025, 13:00 Ashton Lecture Theatre
Mina Doosti
University of Edinburgh

Abstract

In this talk, I will cover a collection of my works in the intersection of quantum machine learning (specifically quantum learning theory) and quantum cryptography. I will begin with a fundamental concept in quantum information: the notion of unclonability, discuss how it relates to learnability and demonstrate how this relationship helps with the development of new secure quantum protocols, as well as give new insights that will help us understand the limitations of both quantum and classical cryptographic schemes.