In this final stage of attack, the escalated permissions are used to transfer data out of the network, also known as ex-filtration. They steal sensitive data from the organization and corrupt critical resources. Often, the disruption could also include deleting entire file systems.
Phase 6 – Ex-filtration, corruption, and disruption 
by Sinan Ozdemir, Soma Halder
Hands-On Machine Learning for Cybersecurity
- Title Page
- Copyright and Credits
- About Packt
- Contributors
- Preface
- Basics of Machine Learning in Cybersecurity
- What is machine learning?
- Problems that machine learning solves
- Why use machine learning in cybersecurity?
- Current cybersecurity solutions
- Data in machine learning
- Different types of machine learning algorithm
- Algorithms in machine learning
- The machine learning architecture
- Hands-on machine learning
- Summary
- What is machine learning?
- Time Series Analysis and Ensemble Modeling
- Segregating Legitimate and Lousy URLs
- Knocking Down CAPTCHAs
- Using Data Science to Catch Email Fraud and Spam
- Efficient Network Anomaly Detection Using k-means
- Decision Tree and Context-Based Malicious Event Detection
- Catching Impersonators and Hackers Red Handed
- Changing the Game with TensorFlow
- Financial Fraud and How Deep Learning Can Mitigate It
- Case Studies
- Other Books You May Enjoy
Phase 6 – Ex-filtration, corruption, and disruption
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