Mastering Machine Learning for Penetration Testing begins with the basics of machine learning and the algorithms used to build robust systems. Once you’ve gained a fair understanding of how security products leverage machine learning, you’ll dive into the core concepts of breaching such systems. (Limited-time offer)
Table of Contents
- Introduction to Machine Learning in Pentesting
- Phishing Domain Detection
- Malware Detection with API Calls and PE Headers
- Malware Detection with Deep Learning
- Botnet Detection with Machine Learning
- Machine Learning in Anomaly Detection Systems
- Detecting Advanced Persistent Threats
- Evading Intrusion Detection Systems
- Bypassing Machine Learning Malware Detectors
- Best Practices for Machine Learning and Feature Engineering
- Assessments
Download Free PDF / Read Online
Author(s): Chiheb Chebbi
Publisher: Packt Publishing
Published: June 2018
Format(s): Online
File size: –
Number of pages: 276
Download / View Link(s): This offer has ended.
Free as of 04/19/2023.
Publisher: Packt Publishing
Published: June 2018
Format(s): Online
File size: –
Number of pages: 276
Download / View Link(s): This offer has ended.
Free as of 04/19/2023.