Case-Study: How Unsupervised Machine Learning K-Means Clustering is Used in Cyber Security Domain

So, what are the machine learning applications in information security?

What is K-mean clustering?

How does the K-Means Algorithm Work?

Applications of K-means Clustering

  • Customer Profiling
  • Market segmentation
  • Computer vision
  • Geo-statistics
  • Astronomy
  • Document clustering
  • Identifying crime-prone areas
  • Customer segmentation
  • Insurance fraud detection
  • Public transport data analysis
  • Clustering of IT alerts

Use-Cases in the Security Domain :

1.Intrusion Detection System (IDS)

3. Identify outlier Access :

3. Android Malware Classification

4.Crime Analysis :

5. Malware Detection :

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