Title
Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection Systems Armando Bellante Tommaso Fioravanti Michele Carminati S. Zanero Alessandro Luongo 38 0 0 16 Feb 2025
Masking Countermeasures Against Side-Channel Attacks on Quantum Computers Jason T. LeGrow Travis Morrison Jamie Sikora Nicolas Swanson AAML 36 0 0 13 Jan 2025
Quantum Neural Networks for Solving Power System Transient Simulation Problem Mohammadreza Soltaninia Junpeng Zhan 16 0 0 19 May 2024
Quantum Neural Estimation of Entropies Ziv Goldfeld Dhrumil Patel Sreejith Sreekumar Mark M. Wilde 17 9 0 03 Jul 2023
Hybrid quantum-classical convolutional neural network for phytoplankton classification S. Shi Zhimin Wang R. Shang Yanan Li Jiaxin Li Guoqiang Zhong Yongjian Gu 19 6 0 07 Mar 2023
Quantum median filter for Total Variation image denoising Simone De Santis D. Lazzaro R. Mengoni S. Morigi 8 2 0 02 Dec 2022
Stochastic noise can be helpful for variational quantum algorithms Junyu Liu Frederik Wilde A. A. Mele Liang Jiang Jens Eisert Jens Eisert 8 33 0 13 Oct 2022
Quantum neural network autoencoder and classifier applied to an industrial case study Stefano Mangini A. Marruzzo M. Piantanida D. Gerace D. Bajoni C. Macchiavello AI4CE 17 15 0 09 May 2022
Learnability of the output distributions of local quantum circuits M. Hinsche M. Ioannou A. Nietner J. Haferkamp Yihui Quek D. Hangleiter Jean-Pierre Seifert Jens Eisert R. Sweke 22 17 0 11 Oct 2021
F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits Chiara Leadbeater Louis Sharrock Brian Coyle Marcello Benedetti 11 11 0 08 Oct 2021
A Quantum Generative Adversarial Network for distributions Amine Assouel A. Jacquier A. Kondratyev GNN GAN OOD 39 17 0 04 Oct 2021
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 116 645 0 28 Jul 2020