List of 20+ unsupervised learning cyber security

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1 Use of machine learning in cyber security – Global Radiance Review

Table of Contents

  • Author: globalradiancereview.com
  • Published: 02/03/2022
  • Review: 4.81 (832 vote)
  • Summary: Machine learning is an essential technology for cyber security. In today’s modern technological world, the need for cyber security has been increasing day 
  • Source: https://globalradiancereview.com/technology/Use-of-machine-learning-in-cyber-security

2 How Machine Learning (ML) Benefits Cyber Security – SecurityHQ

  • Author: securityhq.com
  • Published: 11/21/2021
  • Review: 4.63 (510 vote)
  • Summary: Machine learning algorithms are used in applications to detect and respond to attacks. This can be achieved by analysing big data sets of security events and 
  • Source: https://www.securityhq.com/blog/debunking-the-myths-how-machine-learning-ml-benefits-cyber-security/

3 Unsupervised Machine Learning in Cyber Security – Raffael Marty

  • Author: raffy.ch
  • Published: 07/25/2022
  • Review: 4.39 (502 vote)
  • Summary: · In contrast, unsupervised machine learning is about finding or describing hidden structures in data. If you have heard of clustering algorithms, 
  • Source: https://raffy.ch/blog/2017/10/22/unsupervised-machine-learning-in-cyber-security/

4 Why Unsupervised Machine Learning is the Future of Cybersecurity

  • Author: technative.io
  • Published: 10/01/2021
  • Review: 4.25 (435 vote)
  • Summary: Because of its predictive power, the Generative Unsupervised learning model is capable of preventing Zero-Day attacks, which makes it the best security method 
  • Source: https://technative.io/why-unsupervised-machine-learning-is-the-future-of-cybersecurity/

5 Unsupervised Machine Learning – The Future of Cybersecurity

  • Author: geeksforgeeks.org
  • Published: 02/08/2022
  • Review: 4.14 (556 vote)
  • Summary: · This type of Machine Learning is totally based on reactionary performance. Since the data is not labeled beforehand, the Unsupervised Machine 
  • Source: https://www.geeksforgeeks.org/unsupervised-machine-learning-the-future-of-cybersecurity/

6 The Growing Role of Machine Learning in Cybersecurity

  • Author: securityroundtable.org
  • Published: 12/23/2021
  • Review: 3.98 (543 vote)
  • Summary: Several reasons. With machine learning, cybersecurity systems can analyze patterns and learn from them to help prevent similar attacks and respond to changing 
  • Source: https://www.securityroundtable.org/the-growing-role-of-machine-learning-in-cybersecurity/

7 Machine learning is a great tool for cybersecurity, but be cautious

  • Author: techrepublic.com
  • Published: 11/29/2021
  • Review: 3.65 (416 vote)
  • Summary: · Unsupervised learning has roots in cybersecurity, which is my space, in doing anomaly detection. It uses clustering techniques to look at 
  • Source: https://www.techrepublic.com/article/machine-learning-is-a-great-tool-for-cybersecurity-but-be-cautious-expert-says/

8 Machine Learning In Cybersecurity: 7 Real-Life Examples | Built In

  • Author: builtin.com
  • Published: 08/29/2021
  • Review: 3.52 (500 vote)
  • Summary: Machine learning has become a vital technology for cybersecurity. Machine learning preemptively stamps out cyber threats and bolsters security infrastructure 
  • Source: https://builtin.com/artificial-intelligence/machine-learning-cybersecurity

9 What Is Machine Learning in Security? – Cisco

  • Author: cisco.com
  • Published: 01/16/2022
  • Review: 3.21 (474 vote)
  • Summary: In security, machine learning continuously learns by analyzing data to find patterns so we can better detect malware in encrypted traffic, find insider threats, 
  • Source: https://www.cisco.com/c/en/us/products/security/machine-learning-security.html

10 Uniting cyber security and machine learning – ScienceDirect.com

  • Author: sciencedirect.com
  • Published: 10/02/2021
  • Review: 3.15 (511 vote)
  • Summary: · The machine learning models (machine learning ML algorithms) can learn about various cyber attacks in the offline/online mode through the 
  • Source: https://www.sciencedirect.com/science/article/pii/S2405959522000637

11 SEC595: Applied Data Science and Machine Learning for

  • Author: sans.org
  • Published: 02/20/2022
  • Review: 2.86 (138 vote)
  • Summary: SEC595: Applied Data Science and Machine Learning for Cybersecurity Professionals … SEC595 provides students with a crash-course introduction to practical data 
  • Source: https://www.sans.org/cyber-security-courses/applied-data-science-machine-learning

12 8 Machine Learning Use Cases in Cybersecurity | HitechNectar

  • Author: hitechnectar.com
  • Published: 09/09/2021
  • Review: 2.86 (133 vote)
  • Summary: List of the Machine Learning Use Cases in Cybersecurity. · Using ML against SMS Scams · Using ML for Securing Mobile Endpoints · Using ML for Enhancing Human 
  • Source: https://www.hitechnectar.com/blogs/machine-learning-in-cybersecurity/

13 Machine Learning for Cybersecurity 101 – Towards Data Science

  • Author: towardsdatascience.com
  • Published: 05/24/2022
  • Review: 2.73 (82 vote)
  • Summary: · Unfortunately, machine learning will never be a silver bullet for cybersecurity compared to image recognition or natural language processing, 
  • Source: https://towardsdatascience.com/machine-learning-for-cybersecurity-101-7822b802790b

14 Cybersecurity data science: an overview from machine learning

  • Author: journalofbigdata.springeropen.com
  • Published: 06/02/2022
  • Review: 2.57 (175 vote)
  • Summary: · In unsupervised learning problems, the main task is to find patterns, structures, or knowledge in unlabeled data, i.e., data-driven approach [ 
  • Source: https://journalofbigdata.springeropen.com/articles/10.1186/s40537-020-00318-5

15 Using Unsupervised Learning to Combat Cyber Threats

  • Author: exxactcorp.com
  • Published: 01/26/2022
  • Review: 2.56 (168 vote)
  • Summary: · Unsupervised learning methods for AI can be used to fight cyber threats before they even happen. In this Exxact blog post we go over common 
  • Source: https://www.exxactcorp.com/blog/Deep-Learning/unsupervised-learning-methods-cyber-threats

16 Artificial Intelligence vs. Machine Learning in Cybersecurity – Varonis

  • Author: varonis.com
  • Published: 10/12/2021
  • Review: 2.3 (137 vote)
  • Summary: · How Does Machine Learning Work? · Supervised learning — the computer is given parameters or examples to compare data inputs against
  • Source: https://www.varonis.com/blog/ai-vs-ml-in-cybersecurity/

17 Real-Life Examples of Machine Learning in Cybersecurity – SOCRadar

  • Author: socradar.io
  • Published: 07/05/2022
  • Review: 2.3 (176 vote)
  • Summary: · A company’s firepower to defend itself may not be enough to evade all of the cyber threats it is facing. That’s where machine learning security 
  • Source: https://socradar.io/real-life-examples-of-machine-learning-in-cybersecurity/

18 Machine learning in cybersecurity – OpenText Blogs

  • Author: blogs.opentext.com
  • Published: 03/27/2022
  • Review: 2.28 (67 vote)
  • Summary: · Using machine learning models, cybersecurity teams can rapidly detect threats and isolate them for in-depth investigation. Machine learning 
  • Source: https://blogs.opentext.com/machine-learning-in-cybersecurity/

19 Why Does Machine Learning Matter in Cybersecurity?

  • Author: paloaltonetworks.com
  • Published: 11/05/2021
  • Review: 2.03 (120 vote)
  • Summary: Most security experts recognize that when it comes to cyberattacks, the industry has been playing defense for some time. However, with machine learning (ML) 
  • Source: https://www.paloaltonetworks.com/cyberpedia/why-does-machine-learning-matter-in-cybersecurity

20 Jivoi/awesome-ml-for-cybersecurity: Machine Learning for … – GitHub

  • Author: github.com
  • Published: 07/02/2022
  • Review: 2.04 (141 vote)
  • Summary: octocat: Machine Learning for Cyber Security. Contribute to jivoi/awesome-ml-for-cybersecurity development by creating an account on GitHub
  • Source: https://github.com/jivoi/awesome-ml-for-cybersecurity

21 The state of unsupervised learning in cybersecurity – TechTalks

  • Author: bdtechtalks.com
  • Published: 10/16/2021
  • Review: 1.87 (139 vote)
  • Summary: · Unsupervised learning is made possible through a group of emerging technologies that allow for cybersecurity software to predict and 
  • Source: https://bdtechtalks.com/2019/11/13/cybersecurity-ai-machine-learning/

22 5 Top Machine Learning Use Cases for Security

  • Author: mdsny.com
  • Published: 10/30/2021
  • Review: 1.71 (195 vote)
  • Summary: Analysts at ABI Research estimate that machine learning in cybersecurity will boost spending in big data, artificial intelligence (AI) and analytics to $96 
  • Source: https://www.mdsny.com/5-top-machine-learning-use-cases-for-security/

23 What Machine Learning Can Bring To Cybersecurity – Forbes

  • Author: forbes.com
  • Published: 10/29/2021
  • Review: 1.7 (182 vote)
  • Summary: · How do AI/ML applications for cybersecurity make use of this data? Start with an ML model. This model incorporates a set of mathematical 
  • Source: https://www.forbes.com/sites/forbestechcouncil/2021/10/01/what-machine-learning-can-bring-to-cybersecurity/

24 Machine Learning and Cyber Security: An Introduction – VMRay

  • Author: vmray.com
  • Published: 10/17/2021
  • Review: 1.54 (105 vote)
  • Summary: · The recent advances in Artificial Intelligence have enabled near-to perfect machine translations from and to almost any language. It allows many 
  • Source: https://www.vmray.com/cyber-security-blog/machine-learning-and-cyber-security-an-introduction/

25 Machine Learning for Cyber Security | SpringerLink

  • Author: link.springer.com
  • Published: 08/14/2021
  • Review: 1.44 (74 vote)
  • Summary: The conference proceeding ML4CS presents a wide range of the following topics such as Machine learning; security, privacy-preserving, cyber security, 
  • Source: https://link.springer.com/book/10.1007/978-3-030-62463-7

26 Machine Learning and Cybersecurity

  • Author: cset.georgetown.edu
  • Published: 06/20/2022
  • Review: 1.36 (137 vote)
  • Summary: Executive Summary · Machine learning can help defenders more accurately detect and triage potential attacks. · A wide range of specific tasks could be fully or 
  • Source: https://cset.georgetown.edu/publication/machine-learning-and-cybersecurity/

27 How AI and Machine Learning Are Improving Cybersecurity – SailPoint

  • Author: sailpoint.com
  • Published: 12/21/2021
  • Review: 1.3 (180 vote)
  • Summary: · Discovering malware: AI and machine learning are also helping organizations to predict future malware infections. Using patterns found in 
  • Source: https://www.sailpoint.com/identity-library/how-ai-and-machine-learning-are-improving-cybersecurity/