[图书][B] Data mining and machine learning in cybersecurity

S Dua, X Du - 2016 - books.google.com
From basic concepts in machine learning and data mining to advanced problems in the
machine learning domain, this book provides a unified reference for specific machine …

Machine learning in cybersecurity: Techniques and challenges

J Bharadiya - European Journal of Technology, 2023 - ajpojournals.org
In the computer world, data science is the force behind the recent dramatic changes in
cybersecurity's operations and technologies. The secret to making a security system …

[图书][B] Machine learning approaches in cyber security analytics

T Thomas, AP Vijayaraghavan, S Emmanuel - 2019 - Springer
This book introduces various machine learning methods for cyber security analytics. With an
overwhelming amount of data being generated and transferred over various networks …

Machine learning for intelligent data analysis and automation in cybersecurity: current and future prospects

IH Sarker - Annals of Data Science, 2023 - Springer
Due to the digitization and Internet of Things revolutions, the present electronic world has a
wealth of cybersecurity data. Efficiently resolving cyber anomalies and attacks is becoming a …

Cybersecurity data science: an overview from machine learning perspective

IH Sarker, ASM Kayes, S Badsha, H Alqahtani… - Journal of Big …, 2020 - Springer
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 …

A survey of data mining and machine learning methods for cyber security intrusion detection

AL Buczak, E Guven - IEEE Communications surveys & tutorials, 2015 - ieeexplore.ieee.org
This survey paper describes a focused literature survey of machine learning (ML) and data
mining (DM) methods for cyber analytics in support of intrusion detection. Short tutorial …

Machine Learning for Computer and Cyber Security

BB Gupta, M Sheng - ed: CRC Press. Preface, 2019 - api.taylorfrancis.com
Names: Gupta, Brij, 1982-editor.| Sheng, Quan Z. editor. Title: Machine learning for computer
and cyber security: principles, algorithms, and practices/editors Brij B. Gupta, National …

[图书][B] Introduction to machine learning with applications in information security

M Stamp - 2022 - taylorfrancis.com
Introduction to Machine Learning with Applications in Information Security, Second Edition
provides a classroom-tested introduction to a wide variety of machine learning and deep …

[图书][B] Machine learning and security: Protecting systems with data and algorithms

C Chio, D Freeman - 2018 - books.google.com
Can machine learning techniques solve our computer security problems and finally put an
end to the cat-and-mouse game between attackers and defenders? Or is this hope merely …

[PDF][PDF] Machine learning for cyber defense and attack

M Rege, RBK Mbah - Data Analytics, 2018 - core.ac.uk
The exponential advancements in processing, storage and network technologies have led to
the recent explosive growth in big data, connectivity and machine learning. The world is …