Introducing Quantum Computing in Mobile Malware Detection

Author:

Ciaramella Giovanni1,Iadarola Giacomo1,Mercaldo Francesco2,Storto Marco3,Santone Antonella3,Martinelli Fabio1

Affiliation:

1. Institute for Informatics and Telematics, National Research Council of Italy (CNR), Italy

2. University of Molise, Italy and Institute for Informatics and Telematics, National Research Council of Italy (CNR), Italy

3. University of Molise, Italy

Publisher

ACM

Reference24 articles.

1. Machine Learning in a Quantum World

2. Nichola  R Allgood . 2020. A quantum algorithm to locate unknown hashes for known n-grams within a large malware corpus. Ph. D. Dissertation . University of Maryland , Baltimore County . Nichola R Allgood. 2020. A quantum algorithm to locate unknown hashes for known n-grams within a large malware corpus. Ph. D. Dissertation. University of Maryland, Baltimore County.

3. Md Zahangir Alom , Tarek  M Taha , Christopher Yakopcic , Stefan Westberg , Paheding Sidike , Mst Shamima Nasrin , Brian  C Van Esesn , Abdul A S Awwal, and Vijayan K Asari . 2018 . The history began from alexnet: A comprehensive survey on deep learning approaches. arXiv preprint arXiv:1803.01164(2018). Md Zahangir Alom, Tarek M Taha, Christopher Yakopcic, Stefan Westberg, Paheding Sidike, Mst Shamima Nasrin, Brian C Van Esesn, Abdul A S Awwal, and Vijayan K Asari. 2018. The history began from alexnet: A comprehensive survey on deep learning approaches. arXiv preprint arXiv:1803.01164(2018).

4. Javaria Amin Muhammad Sharif Nadia Gul Seifedine Kadry and Chinmay Chakraborty. 2021. Quantum machine learning architecture for COVID-19 classification based on synthetic data generation using conditional adversarial neural network. Cognitive Computation(2021) 1–12. Javaria Amin Muhammad Sharif Nadia Gul Seifedine Kadry and Chinmay Chakraborty. 2021. Quantum machine learning architecture for COVID-19 classification based on synthetic data generation using conditional adversarial neural network. Cognitive Computation(2021) 1–12.

5. Michael Broughton Guillaume Verdon Trevor McCourt Antonio J Martinez Jae Hyeon Yoo Sergei V Isakov Philip Massey Ramin Halavati Murphy Yuezhen Niu Alexander Zlokapa 2020. Tensorflow quantum: A software framework for quantum machine learning. arXiv preprint arXiv:2003.02989(2020). Michael Broughton Guillaume Verdon Trevor McCourt Antonio J Martinez Jae Hyeon Yoo Sergei V Isakov Philip Massey Ramin Halavati Murphy Yuezhen Niu Alexander Zlokapa 2020. Tensorflow quantum: A software framework for quantum machine learning. arXiv preprint arXiv:2003.02989(2020).

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1. Obfuscated Mobile Malware Detection by Means of Dynamic Analysis and Explainable Deep Learning;Proceedings of the 18th International Conference on Availability, Reliability and Security;2023-08-29

2. Exploring Quantum Machine Learning for Explainable Malware Detection;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18

3. Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning: A Proposal;2022 IEEE International Conference on Big Data (Big Data);2022-12-17

4. Towards Explainable Quantum Machine Learning for Mobile Malware Detection and Classification;Applied Sciences;2022-11-24

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