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20212025
most citedMERLIN -- Malware Evasion with Reinforcement LearnINg

8 citations · 13 across the 8 of their papers we have counts for

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quant-ph2025

Benchmarking data encoding methods in Quantum Machine Learning

Orlane Zang, Grégoire Barrué, Tony Quertier

Data encoding plays a fundamental and distinctive role in Quantum Machine Learning (QML). While classical approaches process data directly as vectors, QML may require transforming…

quant-ph2024

Layered Uploading for Quantum Convolutional Neural Networks

Grégoire Barrué, Tony Quertier, Orlane Zang

Continuing our analysis of quantum machine learning applied to our use-case of malware detection, we investigate the potential of quantum convolutional neural networks. More precis…