Getting Started with Python in Pentesting

Embarking on this journey into pentesting, Python hacking tools, web application hacking, and red teaming has been transformative. I've gained a profound understanding of the intricate dance between cybersecurity defenders and adversaries.

Getting Started with Python in Pentesting
Photo by James Harrison / Unsplash

The need for cybersecurity professionals has never been more critical. I found myself compelled to explore the fascinating world of ethical hacking, specifically focusing on penetration testing, Python hacking tools, web application hacking, and the intriguing world of red teaming in cybersecurity. This journey not only opened my eyes to the vulnerabilities lurking in the digital landscape but also empowered me with the skills to defend against potential threats.

The Journey into Pentesting

Pentesting is the art of probing and evaluating systems, networks, and applications for security weaknesses. It's the first line of defense in the cybersecurity arsenal, allowing ethical hackers to identify vulnerabilities before malicious actors exploit them. My journey began with a profound curiosity about the inner workings of digital systems and a desire to contribute to the ever-evolving landscape of cybersecurity.

Learning the Basics

I started with the basics, jumping into networking fundamentals, operating systems, and programming languages. Familiarity with Linux proved invaluable, as many cybersecurity tools are optimized for this open-source operating system. Additionally, understanding TCP/IP, firewalls, and common network protocols laid the groundwork for more advanced studies.

Python Hacking Tools: The Swiss Army Knife

Python, known for its simplicity and versatility, has become the language of choice for many cybersecurity professionals. Its extensive library of modules and frameworks makes it an ideal candidate for developing hacking tools. As I ventured into the world of Python hacking tools, I discovered their power in automating repetitive tasks and streamlining complex processes.

Common Tools Used


  • SQLmap automates the process of detecting and exploiting SQL injection vulnerabilities. It can perform a variety of tasks, including database fingerprinting, data fetching, and privilege escalation.


  • A versatile packet manipulation tool for computer networks. It allows for the creation, manipulation, and sending of network packets.


  • A full-featured reconnaissance framework designed with the goal of providing a powerful environment to conduct open source web-based reconnaissance quickly and thoroughly.


  • An open source intelligence (OSINT) automation tool. It integrates with just about every data source available and utilises a range of methods for data analysis, making that data easy to navigate.

Github has great lists compiled of popular tools you can try out.

Hands-On Experience

To master Python for ethical hacking, I engaged in hands-on exercises and projects. Creating simple scripts to automate tasks like port scanning and vulnerability assessment laid the foundation for more sophisticated exploits. Learning how to manipulate packets, and interact with API's.

Simple Python Port Scanner:

import socket

def port_scanner(target, ports):
    for port in ports:
        sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
        result = sock.connect_ex((target, port))
        if result == 0:
            print(f"Port {port} is open")

target_host = ""
target_ports = [21, 22, 80, 443, 8080]
port_scanner(target_host, target_ports)

IP Lookup of a Domain:

import socket

def resolve_dns(domain):
        ip = socket.gethostbyname(domain)
        print(f"The IP address of {domain} is {ip}")
    except socket.gaierror:
        print(f"Unable to resolve the DNS for {domain}")

# Example Usage
target_domain = ""

A great place to start is to learn how to use tools such as Nmap or Wireshark with Python to build your own custom tools.

Custom Payloads and Exploits

Python's readability and versatility make it an excellent language for crafting custom payloads and exploits tailored to specific scenarios. Pentesters often find themselves needing unique payloads to evade detection or exploit specific vulnerabilities. Python scripts provide the flexibility to create customized exploits that align with the intricacies of a target system. This adaptability is crucial when dealing with non-standard configurations or when traditional exploits fall short.


Embarking on this journey into pentesting, Python tools, web application hacking, and red teaming has been transformative. I've gained a profound understanding of the intricate dance between cybersecurity defenders and adversaries, armed with skills to identify and fortify against potential threats.

As technology continues to evolve, so does the need for skilled cybersecurity professionals. The journey into ethical hacking is not just a career choice; it's a commitment to safeguarding the digital landscape and ensuring a secure future for individuals and organizations alike. As I continue to refine my skills and stay up to date of emerging trends, I find solace in the knowledge that I am part of a community dedicated to the noble pursuit of cybersecurity excellence.

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