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Top 10 Open-Source Python Libraries In 2022

Python is an object-oriented, interpreted, high-level programming language with dynamic semantics. It is extensively employed in machine learning and data science in web-based development and data science. Additionally, it’s used by cybersecurity and hackers to find holes in computer networks that can compromise security protocols. Python libraries result from a set of related modules, and it is a collection of code that could be utilized in multiple applications to identify security holes.

Python Programming makes a popular option for security specialists, ethical hackers, or programmers. Hackers and cybersecurity professionals utilize Python scripts to analyze the threat of malware and identify weaknesses, although others create exploit software with Python libraries. Hacking is considered ethical when there are threats to computer networks, and in the process, security can be compromised by unidentified or unauthorized access to systems.

In This Article, You Will Know About Ten Open-Source Python Libraries In 2022.

Table of Contents


Cryptography is a library that assists in encryption and the description of data sets. It contains high-level recipes and low-level interfaces to standard encryption algorithms like message digests, symmetric ciphers, and the key-derivation function.


Faker can be described as a Python program that creates fake data. It can generate anything from phone numbers, names, addresses, fake text, XML documents, bibliography entries, etc.


The IMpacket library contains a set of Python classes designed to work with network protocols. Its purpose is to make life easier for programmers to ensure that they can work in an environment while adhering to specific custom protocols.


Pwntools was created to speed up prototyping and development. Pwntools lets users quickly develop exploits for used challenges that are part of CTF competitions.


Python-nmap is a library that assists in using the Nmap Port scanner. Nmap allows you to recognize and locate hosts on networks and detects the version number and name of the application running across remote platforms.


Pylibnet is a Python module part of the packet injection library libnet. It is a Python API for libnet and functions for transmitting packets, sniffing frames, and showing traces of libpcap. Libnet also supports the ability to create packets both at the IP layer and the link-layer and a range of additional and complementary functions.


This library of recommendations is a highly efficient and flexible tool for writing Python scripts that need interaction with web-based services. The library is designed to allow HTTP queries to function more efficiently. It offers intuitive features like automated content decompression and decoding connections, connection timeouts, basic and digits authentication, etc.


The Raw socket is one of the Layers two Python software libraries to communicate using MAC addresses alone. It does not require any transmission control protocol or datagram protocol.


Scapy is a full-featured interactive tool for manipulating packets created using Python written by Philippe Biondi. It is utilized to control packets of a network, aiding in discovering network probes, tracing, scanning, routing, and more. It is a robust interactive Python-based program for manipulating packets and libraries.


Twisted is a library that abstracts the TCP protocol, which makes it simple to write network clients and servers. It can be used with both the synchronous and the asynchronous network protocols.

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