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Mastering Machine Learning for Penetration Testing

You're reading from   Mastering Machine Learning for Penetration Testing Develop an extensive skill set to break self-learning systems using Python

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Product type Paperback
Published in Jun 2018
Publisher Packt
ISBN-13 9781788997409
Length 276 pages
Edition 1st Edition
Languages
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Author (1):
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Chiheb Chebbi Chiheb Chebbi
Author Profile Icon Chiheb Chebbi
Chiheb Chebbi
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Toc

Table of Contents (18) Chapters Close

Title Page
Dedication
Packt Upsell
Contributors
Preface
1. Introduction to Machine Learning in Pentesting FREE CHAPTER 2. Phishing Domain Detection 3. Malware Detection with API Calls and PE Headers 4. Malware Detection with Deep Learning 5. Botnet Detection with Machine Learning 6. Machine Learning in Anomaly Detection Systems 7. Detecting Advanced Persistent Threats 8. Evading Intrusion Detection Systems 9. Bypassing Machine Learning Malware Detectors 10. Best Practices for Machine Learning and Feature Engineering 1. Assessments 2. Other Books You May Enjoy Index

Appendix 2. Other Books You May Enjoy

If you enjoyed this book, you may be interested in these other books by Packt:

Cybersecurity – Attack and Defense Strategies Yuri Diogenes, Erdal Ozkaya

ISBN: 978-1-78847-529-7

  • Learn the importance of having a solid foundation for your security posture
  • Understand the attack strategy using cyber security kill chain
  • Learn how to enhance your defense strategy by improving your security policies, hardening your network, implementing active sensors, and leveraging threat intelligence
  • Learn how to perform an incident investigation
  • Get an in-depth understanding of the recovery process
  • Understand continuous security monitoring and how to implement a vulnerability management strategy
  • Learn how to perform log analysis to identify suspicious activities

Machine Learning Solutions Jalaj Thanaki

ISBN: 978-1-78839-004-0

  • Select the right algorithm to derive the best solution in ML domains
  • Perform predictive analysis efficiently using ML algorithms
  • Predict stock prices using the stock index value
  • Perform customer analytics for an e-commerce platform
  • Build recommendation engines for various domains
  • Build NLP applications for the health domain
  • Build language generation applications using different NLP techniques
  • Build computer vision applications such as facial emotion recognition

Mastering Metasploit - Third Edition Nipun Jaswal

ISBN: 978-1-78899-061-5

  • Develop advanced and sophisticated auxiliary modules
  • Port exploits from PERL, Python, and many more programming languages 
  • Test services such as databases, SCADA, and many more
  • Attack the client side with highly advanced techniques
  • Test mobile and tablet devices with Metasploit
  • Bypass modern protections such as an AntiVirus and IDS with Metasploit
  • Simulate attacks on web servers and systems with Armitage GUI 
  • Script attacks in Armitage using CORTANA scripting

Kali Linux - An Ethical Hacker's Cookbook Himanshu Sharma

ISBN: 978-1-78712-182-9

  • Installing, setting up and customizing Kali for pentesting on multiple platforms
  • Pentesting routers and embedded devices
  • Bug hunting 2017
  • Pwning and escalating through corporate network
  • Buffer overflows 101
  • Auditing wireless networks
  • Fiddling around with software-defned radio
  • Hacking on the run with NetHunter
  • Writing good quality reports
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