Build Your First Password Cracker

Build Your First Password Cracker


This article is solely for educational purposes. The techniques discussed herein should not be used for unlawful activities.

Learning Objectives

By the end of this walkthrough, readers will:

  • Understand common password-cracking techniques like brute-force, dictionary attacks, etc.
  • Learn how cryptographic hashing and salting work to secure passwords
  • Build a basic password-cracking prototype to demonstrate these concepts
  • Be able to better secure their systems against such attacks

Build a Python Keylogger

In this guide, you will learn how to build a keylogger from scratch practically and you will also learn how to run: Build a Python Keylogger

Background Concepts

Before building our password cracker, we need to understand:
How Passwords Are Secured
Developers use cryptographic hash functions to secure passwords before storing them. These transform passwords into fixed-length hash values that cannot be reversed.
Popular hash functions include:

  • SHA-1: Fast and outputs the same hash for a given input. Vulnerable to brute-force attacks.
  • bcrypt: Slow by design to thwart attacks. It uses salts – random data added to each password before hashing. This prevents the same inputs from having the same hash.

To verify a password during login:

  • Hash entered password
  • Compare generated hash to stored hash
  • If equal, login successful

Common Password Cracking Techniques
Attackers use the following techniques to crack hashed passwords:


  • Tries every possible password combination against the hash
  • Guaranteed to work but is very slow

Dictionary Attacks

  • Use dictionaries of common passwords and combinations
  • Much faster than brute-force

Rainbow Tables

  • Use pre-computed tables of password hashes
  • Extremely fast as hashing is avoided during attacks

Social Engineering

  • Manipulate victims into revealing personal information
  • Create custom wordlists by combining revealed info ## Securing Against Cracking Attempts

Proper password hashing and salting harden systems against cracking attempts. Developers must:

  • Use slow key derivation functions like bcrypt
  • Generate high-entropy salts for each password
  • Enforce strong password policies among users

Let’s build a basic password cracker to see these in action.

Building a Password Cracker in Python

We will create a basic brute-force password-cracking prototype.


  • Text file containing possible passwords
  • We brute-force crack passwords by hashing entries from this list

We use a small list that can crack only weak passwords for learning purposes.
Tools Used

  • hashlib – Generate SHA1 password hashes
  • urllib – Read wordlist file over the internet
    import hashlib
    from urllib.request import urlopen

    def readwordlist(url):
            wordlistfile = urlopen(url).read()
        except Exception as e:
            print("Hey there was some error while reading the wordlist, error:", e)
        return wordlistfile

    def hash(wordlistpassword):
        result = hashlib.sha1(wordlistpassword.encode())
        return result.hexdigest()

    def bruteforce(guesspasswordlist, actual_password_hash):
        for guess_password in guesspasswordlist:
            if hash(guess_password) == actual_password_hash:
                print("Hey! your password is:", guess_password,
                      "\n please change this, it was really easy to guess it (:")
                # If the password is found then it will terminate the script here

    ############# append the below code ################ 

    url = ''

    print("Enter your actual passoword and let's guess how easy it is to guess it!\n ex: trying entering 'henry' as a password without the '' ")

    actual_password = input()
    actual_password_hash = hash(actual_password)

    wordlist = readwordlist(url).decode('UTF-8')
    guesspasswordlist = wordlist.split('\n')

    # Running the Brute Force attack
    bruteforce(guesspasswordlist, actual_password_hash)

    # It would be executed if your password was not there in the wordlist
    print("Hey! I couldn't guess this password, it was not in my wordlist, this is good news! you win (: \n\n ps: You can always import a new wordlist and check whether ur password still passes this bruteforce attack")

The full code for this prototype is available on GitHub.

Running the Cracker
To run the script:

$ python3

It will start testing passwords from the wordlist against the hash using brute force. Once cracked, it will print the matching cleartext password.

The more advanced your password is, the less likely our cracker will be able to crack it; let’s test it out.

We typed in my name as the password, and our cracker could crack it in less than a second.

Next, we will tweak our password using special characters and numeric values. it could not brute force the password; voila, our password cracker is ready.

Password crackers rely on how powerful your wordlist is; the more updated and powerful your wordlist is, the better your cracker becomes.

How to make a Keylogger Payload Undetectable

Creating an advanced payload takes skills. In this article, we explained how to make a keylogger undetectable. Find out more in How to Make a Keylogger Payload Undectatable.

We intentionally use a wordlist that can crack only weak passwords for learning purposes.
In real attacks, hackers use huge leaked password databases containing millions of entries to launch targeted and efficient dictionary-based cracking attempts.

By running this basic prototype, we can understand:

  • Wordlists are at the heart of most password-cracking attempts
  • Brute-force guarantee works but is very slow in practice
  • Strong hashing and salting by developers can thwart most attacks
  • Users practicing good password hygiene is critical

Building and running such prototypes provides valuable insight to strengthen our systems.


In this detailed walkthrough, we:

  • Learned about common password-cracking techniques
  • Understood how cryptographic hashes and salting secure passwords
  • Built a basic brute-force password cracker prototype in Python
  • Analyzed how to harden systems and user habits against such attacks

You now know to start securing systems against password-cracking attempts.
Let me know if you have any other questions.

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If you find this post exciting, find more exciting posts on Learnhub Blog; we write everything tech from Cloud computing to Frontend DevCybersecurityAI, and Blockchain.


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