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Machine Learning Approaches in Cyber Security Analytics

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Cover of 'Machine Learning Approaches in Cyber Security Analytics'

Table of Contents

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    Book Overview
  2. Altmetric Badge
    Chapter 1 Introduction
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    Chapter 2 Introduction to Machine Learning
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    Chapter 3 Machine Learning and Cybersecurity
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    Chapter 4 Support Vector Machines and Malware Detection
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    Chapter 5 Clustering and Malware Classification
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    Chapter 6 Nearest Neighbor and Fingerprint Classification
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    Chapter 7 Dimensionality Reduction and Face Recognition
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    Chapter 8 Neural Networks and Face Recognition
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    Chapter 9 Applications of Decision Trees
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    Chapter 10 Adversarial Machine Learning in Cybersecurity
Attention for Chapter 9: Applications of Decision Trees
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