Secure machine learning scenario from big data in cloud computing via internet of things network

CL Stergiou, AP Plageras, KE Psannis… - … of Computer Networks …, 2020 - Springer
… Can machine learning be secure?.” The novel contributions of this work introduce (a) a taxonomy
of different types of attacks on machine learning … to security for machine learning, (d) an …

A survey on application of machine learning for Internet of Things

L Cui, S Yang, F Chen, Z Ming, N Lu, J Qin - … Journal of Machine Learning …, 2018 - Springer
… of machine learning for IoT by supporting the possible cooperation with use case scenarios
Meanwhile, we also study the current missing integration aspects of the machine learning

Machine learning in the Internet of Things: Designed techniques for smart cities

IU Din, M Guizani, JJPC Rodrigues, S Hassan… - Future Generation …, 2019 - Elsevier
… a network that supports communications among various devices without human interactions.
Machine learning … In this paper, we study different IoT-based machine learning mechanisms …

Securing the internet of things in the age of machine learning and software-defined networking

F Restuccia, S D'oro, T Melodia - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
… Although the IoT presents features that are already present in other computer networking
paradigms, we strongly believe that the IoT presents a completely different scenario and thus …

Machine learning-based network vulnerability analysis of industrial Internet of Things

M Zolanvari, MA Teixeira, L Gupta… - IEEE internet of things …, 2019 - ieeexplore.ieee.org
… Our work in this area shows that machine learning (ML)-based solutions can introduce
new … In this attack scenario, we (as the white hat attacker) transferred about 1GB of files …

Machine learning for resource management in cellular and IoT networks: Potentials, current solutions, and open challenges

F Hussain, SA Hassan, R Hussain… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
… , Machine Learning (ML) and Deep Learning (DL) mechanisms will play a pivotal role to bring
intelligence to the IoT networks. … Traditional IoT scenarios such as smart home mimic the …

Machine learning in IoT security: Current solutions and future challenges

F Hussain, R Hussain, SA Hassan… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
… IOT SECURITY AND MACHINE LEARNING In this section, we discuss various machine
learning algorithms and their … RL techniques are generally used in the following scenario: …

Machine learning techniques for detecting attackers during quantum key distribution in IoT networks with application to railway scenarios

HA Al-Mohammed, A Al-Ali, E Yaacoub, U Qidwai… - IEEE …, 2021 - ieeexplore.ieee.org
… -trained deep learning models is that deep learningscenarios, the first one is to generate
quantum keys without any attacker on their way (ideal situation), and for the second scenario

A machine learning security framework for iot systems

M Bagaa, T Taleb, JB Bernabe, A Skarmeta - IEEE Access, 2020 - ieeexplore.ieee.org
… ML-Models divided into network patterns analysis, along with … learning, distributed data
mining system and neural network … in a real Smart building scenario using one-class SVM. The …

[HTML][HTML] Machine learning for Internet of Things data analysis: A survey

MS Mahdavinejad, M Rezvan, M Barekatain… - … and Networks, 2018 - Elsevier
… This article assesses the various machine learning methods … of a taxonomy of machine
learning algorithms explaining how … The potential and challenges of machine learning for IoT …