Applications of machine learning techniques in the realm of cybersecurity

K Kumar, BP Pande - Cyber Security and Digital Forensics, 2022 - Wiley Online Library
Machine learning (ML) is the latest buzzword growing rapidly across the world, and ML
possesses massive potential in numerous domains. ML technology is a subset of Artificial …

Network Security in Cyberspace Using Machine Learning Techniques

CS Ranganathan, R Raman, KK Sutaria… - 2023 7th …, 2023 - ieeexplore.ieee.org
Cyberspace has grown due to the widespread uses of the Internets and mobiles apps.
Attacks on the Internet are more likely to be automated and to last longer. Cyber security …

Integration of machine learning with cybersecurity: applications and challenges

S Das, P Gangwani, H Upadhyay - Artificial intelligence in cyber security …, 2023 - Springer
Abstract Machine learning (ML) has advanced from the lab to the forefront of operational
systems in recent years. Machine learning is used by Facebook, Amazon, and Google every …

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 …

Cyber security using machine learning techniques

MA Manjramkar, KC Jondhale - International Conference on …, 2023 - atlantis-press.com
Abstract Machine learning (ML) is a subfield of Artificial Intelligence (AI) that contributes to
the development of systems that can learn from previous data, spot patterns, and make …

An appraisal of cyber-attacks and countermeasures using machine learning algorithms

A Mummadi, BMK Yadav, R Sadhwika… - … Conference on Artificial …, 2021 - Springer
In this computerized era, cyber-attacks have turned quite common. Every year, the number
of cyber-attacks escalates, and so does the austerity of the harm. In today's digital …

Contemporary survey on effectiveness of machine and deep learning techniques for cyber security

P Suresh, K Logeswaran, P Keerthika, RM Devi… - Machine Learning for …, 2022 - Elsevier
Abstract Machine learning (ML) and deep learning (DL) techniques are applied in a broad
range of application fields where it proves its supremacy over other methods. ML and DL …

[HTML][HTML] Performance comparison and current challenges of using machine learning techniques in cybersecurity

K Shaukat, S Luo, V Varadharajan, IA Hameed, S Chen… - Energies, 2020 - mdpi.com
Cyberspace has become an indispensable factor for all areas of the modern world. The
world is becoming more and more dependent on the internet for everyday living. The …

A survey on machine learning techniques for cyber security in the last decade

K Shaukat, S Luo, V Varadharajan, IA Hameed… - IEEE …, 2020 - ieeexplore.ieee.org
Pervasive growth and usage of the Internet and mobile applications have expanded
cyberspace. The cyberspace has become more vulnerable to automated and prolonged …

Machine Learning Applications for Cybersecurity

MA Thomas - The Cyber Defense Review, 2023 - JSTOR
The trope of future cybersecurity as a battle between warring artificial intelligences awaits
the development of artificial general intelligence. In the interim, however, machine learning …