Performance of Machine Learning and Big Data Analytics Paradigms in Cyber Security

G Kabanda - AI, Machine Learning and Deep Learning, 2023 - taylorfrancis.com
Cyber security systems have become of ground zero importance at all levels, inclusive of
data, host, network, and application levels. Cyber security refers to a combination of …

[PDF][PDF] Performance of machine learning and big data analytics paradigms in cybersecurity and cloud computing platforms

G Kabanda - Global Journal of Computer Science and Technology …, 2021 - academia.edu
University of Zimbabwe Abstract-The purpose of the research is to evaluate Machine
Learning and Big Data Analytics paradigms for use in Cybersecurity. Cybersecurity refers to …

Data Science and Its Application in Cyber Security (Cyber Security Data Science)

SH Tewari - Data Science in Cyber Security and cyber threat …, 2020 - papers.ssrn.com
In a computing context, cybersecurity is undergoing massive shifts in technology and its
operations in recent days, and data science is driving the change. Extracting security …

Machine learning and big data analytics paradigms: Analysis, applications and challenges

AE Hassanien, A Darwish - 2020 - books.google.com
This book is intended to present the state of the art in research on machine learning and big
data analytics. The accepted chapters covered many themes including artificial intelligence …

Cloud computing security and deep learning: An ANN approach

L Hasimi, D Zavantis, E Shakshuki, A Yasar - Procedia Computer Science, 2024 - Elsevier
Deep learning techniques have shown significant impact in enhancing security across
various domains by leveraging artificial neural networks models. When applied to cloud …

Research trends in deep learning and machine learning for cloud computing security

YI Alzoubi, A Mishra, AE Topcu - Artificial Intelligence Review, 2024 - Springer
Deep learning and machine learning show effectiveness in identifying and addressing cloud
security threats. Despite the large number of articles published in this field, there remains a …

Assessing the Efficacy of Machine Learning and Deep Learning in the Field of Cyber Security

R Eswarawaka, M Nijim, V Kanumuri… - 2023 Congress in …, 2023 - ieeexplore.ieee.org
The use of machine learning has become widespread across various fields because of its
superior performance compared to conventional rule-based algorithms. As a result, these …

[PDF][PDF] Application of Big Data Analytic in Cybersecurity

RO Andrade, N Ontaneda, A Silva… - Int'l Conf. on Advances … - researchgate.net
The technological and social changes in the current information age pose new challenges
for security analysts. To overcome these challenges, new strategies and security solutions …

[图书][B] Combating Security Challenges in the Age of Big Data: Powered by State-of-the-Art Artificial Intelligence Techniques

ZM Fadlullah, ASK Pathan - 2020 - Springer
This book addresses the key security challenges in the big data centric computing and
network systems, and discusses how to tackle them using a mix of conventional and state-of …

An Analysis of Artificial Intelligence and Bigdata Cyber Security its Applications

A Padma, MG Rao - … in Modern Age Technologies for Health …, 2024 - ieeexplore.ieee.org
The previous ten years have seen a rise in computer use, which has also led to an increase
in the size of cyber attacks. Because the majority of computers are networked, they are …