A review of machine learning algorithms for cloud computing security

UA Butt, M Mehmood, SBH Shah, R Amin, MW Shaukat… - Electronics, 2020 - mdpi.com
Cloud computing (CC) is on-demand accessibility of network resources, especially data
storage and processing power, without special and direct management by the users. CC …

Machine learning for cloud security: a systematic review

AB Nassif, MA Talib, Q Nasir, H Albadani… - IEEE …, 2021 - ieeexplore.ieee.org
The popularity and usage of Cloud computing is increasing rapidly. Several companies are
investing in this field either for their own use or to provide it as a service for others. One of …

Securing machine learning in the cloud: A systematic review of cloud machine learning security

A Qayyum, A Ijaz, M Usama, W Iqbal, J Qadir… - Frontiers in big …, 2020 - frontiersin.org
With the advances in machine learning (ML) and deep learning (DL) techniques, and the
potency of cloud computing in offering services efficiently and cost-effectively, Machine …

[HTML][HTML] Comprehensive review on intelligent security defences in cloud: Taxonomy, security issues, ML/DL techniques, challenges and future trends

MM Belal, DM Sundaram - Journal of King Saud University-Computer and …, 2022 - Elsevier
Nowadays, machine learning and deep learning algorithms are used in recent studies as
active security techniques instead of traditional ones to secure the cloud environment based …

Feasibility of supervised machine learning for cloud security

D Bhamare, T Salman, M Samaka… - … Science and Security …, 2016 - ieeexplore.ieee.org
Cloud computing is gaining significant attention, however, security is the biggest hurdle in its
wide acceptance. Users of cloud services are under constant fear of data loss, security …

Machine learning with big data analytics for cloud security

AS Mohammad, MR Pradhan - Computers & Electrical Engineering, 2021 - Elsevier
The amount of data generated and transmitted more quickly, particularly with the demand for
action in real-time, has greatly increased with the growing number of internet-connected …

Machine-learning-assisted security and privacy provisioning for edge computing: A survey

S Singh, R Sulthana, T Shewale… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Edge computing (EC), is a technological game changer that has the ability to connect
millions of sensors and provide services at the device end. The broad vision of EC integrates …

Machine learning security attacks and defense approaches for emerging cyber physical applications: A comprehensive survey

J Singh, M Wazid, AK Das, V Chamola… - Computer …, 2022 - Elsevier
The cyber physical systems integrate the sensing, computation, control and networking
processes into physical objects and infrastructure, which are connected through the Internet …

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

CL Stergiou, AP Plageras, KE Psannis… - Handbook of Computer …, 2020 - Springer
Abstract The Cloud Computing (CC) technology refers to an infrastructure in which both data
storage and data processing take place outside the mobile device. Furthermore, another …

Machine learning in cybersecurity: a comprehensive survey

D Dasgupta, Z Akhtar, S Sen - The Journal of Defense …, 2022 - journals.sagepub.com
Today's world is highly network interconnected owing to the pervasiveness of small personal
devices (eg, smartphones) as well as large computing devices or services (eg, cloud …