6–11 Dec 2026
Stellenbosch University
Africa/Johannesburg timezone

Photonic quantum machine learning methods for Malware classification

Not scheduled
20m
Jan Mouton Learning Centre (Stellenbosch University)

Jan Mouton Learning Centre

Stellenbosch University

Poster

Speaker

Grégoire Barrué (Orange Innovation)

Description

We propose a benchmark of several photonic approaches in order to classify malware and benign PE file. This unusual use-case for QML combined with the use of the photonic technology allows to show that this technology is suitable for our cybersecurity use-case and that it has promising results.

Topic Quantum algorithms for machine learning applications
Additional Topic Hybrid quantum-classical approaches for learning and optimization

Authors

Mr Benjamin Stott (Quandela) Grégoire Barrué (Orange Innovation) Dr Tony Quertier (Orange Innovation)

Presentation materials