Machine Learning in Cyber Security: Applications and Challenges
Apr 21, 2025 · Machine Learning in Cyber Security. In this article, we'll look at how machine learning is changing the way we approach cybersecurity. We'll explore how it's used, the …
Machine Learning (ML) in Cybersecurity: Use Cases - CrowdStrike
Machine learning has a broad, ever-growing range of use cases in the cybersecurity space. We can think of these use cases as falling into two main groups: Automated threat detection and …
(PDF) Machine Learning in Cybersecurity - ResearchGate
May 3, 2024 · Machine learning (ML) is transforming cybersecurity by enabling advanced detection, prevention and response mechanisms. This paper provides a comprehensive …
Decision-makers should ask certain questions before employing machine-learning (ML) or artificial intelligence (AI) solutions – and receive satisfactory answers. This document suggests …
May 23, 2016 · This report focuses on machine learning (ML) tools for artificial intelligence (AI), and—specifi-cally—how to ensure that these tools are useful when applied to address a …
Machine learning can help defenders more accurately detect and triage potential attacks. However, in many cases these technolo-gies are elaborations on long-standing methods—not …
Machine Learning and Deep Learning Methods for Cybersecurity
This survey report describes key literature surveys on machine learning (ML) and deep learning (DL) methods for network analysis of intrusion detection and provides a brief tutorial …
A Survey on Machine Learning Techniques for Cyber Security …
Dec 2, 2020 · This paper aims to provide a comprehensive overview of the challenges that ML techniques face in protecting cyberspace against attacks, by presenting a literature on ML …
The Role of Machine Learning in Cyber Threat Prediction (2025 …
May 12, 2025 · Explore how machine learning is transforming cyber threat prediction in 2025. Learn key algorithms, real-world applications, and how businesses can proactively defend …
AI & Machine Learning in Cybersecurity - ResearchGate
May 26, 2024 · Preliminary research shows how AI and ML may be used to automate threat identification and response, which can operate as a proactive protection against cyberattacks. …