Book Image

Hands-On Penetration Testing with Python

By : Furqan Khan
Book Image

Hands-On Penetration Testing with Python

By: Furqan Khan

Overview of this book

With the current technological and infrastructural shift, penetration testing is no longer a process-oriented activity. Modern-day penetration testing demands lots of automation and innovation; the only language that dominates all its peers is Python. Given the huge number of tools written in Python, and its popularity in the penetration testing space, this language has always been the first choice for penetration testers. Hands-On Penetration Testing with Python walks you through advanced Python programming constructs. Once you are familiar with the core concepts, you’ll explore the advanced uses of Python in the domain of penetration testing and optimization. You’ll then move on to understanding how Python, data science, and the cybersecurity ecosystem communicate with one another. In the concluding chapters, you’ll study exploit development, reverse engineering, and cybersecurity use cases that can be automated with Python. By the end of this book, you’ll have acquired adequate skills to leverage Python as a helpful tool to pentest and secure infrastructure, while also creating your own custom exploits.
Table of Contents (18 chapters)

Threat scoring

As we have discussed before, threat scoring forms a very important part of threat intelligence. There are usually millions of collected IOCs and they usually contain lots of false positives. If this information is directly fed to the SIEM tool, it will result in massive false positive alerts. In order to solve this problem, we have made an attempt to write an algorithm that works on top of the MISP-collected IOCs and associates a threat score to each. The idea is that an IOC with a score of five or more on a scale of 10 is more likely to be a genuinely malicious IOC and should be fed to the SIEM. The criteria of threat scoring on which this algorithm works is shown here:

  • Date: The date of the IOC is given 30% of the weight. If an IOC is one to three months old, it gets the entire 100% of the 30%, which is three points. If it's four months old, it gets 90%...