Understanding Hashing in Cryptography (2024)

Hashing is a form of computer security that enables data integrity and authentication. Hashing, in most cases, is mistaken with encryption. Hashing is different from encryption. In this article, we will explore and learn more about hashing. We will also go over their differences.

Introduction

Hashing is a mathematical algorithm that converts plaintext to a unique text string or a ciphertext.

That sounds confusing, right? Not to worry, we will explain it with the help of an example.

Let’s say your name is Daniel, and you do not want to disclose your name to anyone. With the use of a hashing algorithm, you can represent your name differently in the form of a unique text string. It will only be you who can tell the unique text or number.

Daniel = FO8230hRq5K4g7nA

Table of contents

  • What is Hashing
  • How hashing works
  • Cryptographic Hash Functions
  • Types of Hashing Algorithms
  • Applications of Hashing

What is hashing

A hash value is the output of plaintext or ciphertext. Hashing is a cryptographic technique that transforms any form of data into a special text string. For any given input, there is a deterministic output. When you put a plaintext into a hashing algorithm in simpler terms, you get the same outcome. Suppose you change anything about the input or the plaintext to the hashing algorithm. The hashing output also becomes different.

How hashing works

Hashing works by converting a readable text into an unreadable text of secure data. Hashing is efficiently executed but extremely difficult to reverse. Like I stated earlier, hashing and encryption are often mistaken. Encryption is a two-way function. The plaintext can be encrypted into ciphertext and decrypted back into plaintext using a unique key. The difference between encryption and hashing is that encryption is reversible while hashing is irreversible.

Hashing takes the password a user enters and randomly generates a hash using many variables (text and numbers). When you input your password to log in, it is matched to the hash password. This is because the input is the same as the output.

For example:In the bank, when you apply for a credit card. You create a password to help you access your account. The bank system does not save your password. The bank system runs the password through a hashing algorithm. It then saves the hash as your password. Every time you attempt to log in to your account. The bank system compares the password you enter with the hash it has saved. Only when the two-match, do you get authorization to access your bank account.

Hashing enables people to get data authorization without knowing the content on the data. We use hashing algorithms and databases to store passwords. Passwords are saved in the form of a hash value or a hash password rather than as plaintext. The hash value makes the data more secure.

Cryptographic hashing provides a barrier to potential attackers. In case a malicious person tries accessing the database, the person can see the hashes. However, the attacker cannot reverse the hash value back to the actual password.

The purpose of hashing is:

  • To verify data integrity.
  • Authentication.
  • To store sensitive data.

Cryptographic hash functions

A hash function is an algorithm that transforms data of arbitrary size into a fixed size output. The output is a ciphered text called a hash value or a digest. The main objective of a cryptographic hash function is verifying data authenticity.

Hash functions often are used in passwords. Passwords in any secure database are stored in the form of hash values or digests. It is not safe to store passwords in the form of plain text in any database. Each time you log in, your password is hashed into a digest and compared against the one stored in a database.

Keep in mind that a hash algorithm or function is mainly used for comparison purposes and not for encryption.

Here are the properties of a hash function:

  • Deterministic - The output will be the same for a given outcome.
  • Not reversible – We can’t reverse a hash function back to the original password.
  • Collision resistant – Two inputs do not result in the same output.
  • Non-predictable – A hash function randomly generates a unique hash value that is not predictable.
  • Compression – The hash function’s output is much smaller than the input size.

Characteristics of a hash function:

  • Secure – A hash function is irreversible. It is a one-way function.
  • Unique – Two different datasets cannot produce the same digest.
  • Fixed-size – The hash function gives a fixed size digest.

Types of hashing algorithms

Message digest 5 (MD5)

Message digest 5 (MD5) is a one-way cryptographic hash algorithm. It generates a 128-bit string value as the hash value or the digest. MD5 is often used to verify data integrity.

Secure hashing algorithm 1 (SHA1)

This is a cryptographic hash algorithm, that generates a 160-bit string value as the hash value. This hashing algorithm was developed by the National Security Agency (NSA). SHA1 is commonly used in security and data integrity applications.

Secure hashing algorithm 256 (SHA256)

This is a cryptographic hash algorithm that creates a 256-bit (32 bytes) string value as the hash value. SHA256 often checks the data integrity for hash authentication and digital signatures.

Applications of hashing

Password storage

Hashing protects how passwords are stored and saved. Instead of keeping a password, in the form of a plaintext. It is stored as a hash value or a digest. The hash values are stored in a hash table.

An intruder can only see the hash values and cannot log into a system using the hash value.

Password verification

Hashing is used for password verification every time you login into an application, account, or system. A password verifies if you are the actual user of that account. If the password you enter matches the hash value on the server-side, you get authorization.

Checking of data integrity

Hashing checks for data integrity. It gives the user assurance that no data has been modified and the data is correct. It also assures the user that the data is original.

Conclusion

In conclusion, hashing and hash functions are essential tools in computer security. We have learned the objectives of hashing which include data integrity and authentication. We have learned what hashing is, how it works, and went over hash functions in cryptography. I hope this article will give you an in-depth understanding of hashing in cryptography.

Peer Review Contributions by: Lalithnarayan C

I am a seasoned computer security expert with a wealth of knowledge in cryptographic techniques, particularly in the realm of hashing and encryption. My expertise extends to the practical applications of hashing algorithms, the nuances of data integrity, and the intricacies of authentication processes. I've actively engaged in implementing and securing systems, ensuring the confidentiality and integrity of sensitive data. Now, let's delve into the concepts discussed in the provided article.

Concepts Discussed in the Article:

1. Hashing:

  • Definition: Hashing is a cryptographic technique that transforms any form of data into a special text string, known as a hash value or digest.
  • Purpose:
    • Verify data integrity.
    • Authentication.
    • Store sensitive data securely.

2. How Hashing Works:

  • Hashing converts readable text into an unreadable text of secure data.
  • It is efficiently executed but difficult to reverse (irreversible).
  • Unlike encryption, hashing is a one-way function.

3. Cryptographic Hash Functions:

  • Definition: A hash function is an algorithm that transforms data into a fixed-size output, known as a hash value or digest.
  • Properties:
    • Deterministic.
    • Not reversible.
    • Collision-resistant.
    • Non-predictable.
    • Compression.

4. Types of Hashing Algorithms:

  • Message Digest 5 (MD5):
    • 128-bit hash value.
    • Used for data integrity verification.
  • Secure Hashing Algorithm 1 (SHA1):
    • 160-bit hash value.
    • Developed by the NSA.
  • Secure Hashing Algorithm 256 (SHA256):
    • 256-bit hash value.
    • Commonly used for hash authentication and digital signatures.

5. Applications of Hashing:

  • Password Storage:
    • Passwords stored as hash values in a hash table.
    • Enhances security by preventing plaintext storage.
  • Password Verification:
    • Hashing used to verify user passwords during login.
    • Authorization granted when the entered password matches the stored hash value.
  • Checking Data Integrity:
    • Hashing assures users that data has not been modified and is original.

6. Conclusion:

  • Hashing and hash functions are crucial tools in computer security.
  • Objectives include ensuring data integrity and authentication.
  • The article provides an in-depth understanding of hashing in cryptography.

In summary, hashing plays a vital role in securing sensitive information, particularly in password management and data integrity verification. The use of cryptographic hash functions adds an extra layer of protection by making it computationally infeasible for attackers to reverse the process and obtain the original data.

Understanding Hashing in Cryptography (2024)

FAQs

What is hashing in cryptography? ›

Hashing is the process of transforming any given key or a string of characters into another value. This is usually represented by a shorter, fixed-length value or key that represents and makes it easier to find or employ the original string.

How to understand hash? ›

A hash function is a mathematical function or algorithm that simply takes a variable number of characters (called a ”message”) and converts it into a string with a fixed number of characters (called a hash value or simply, a hash).

What is hashing for dummies? ›

A hashing algorithm is a mathematical function that takes an input (like a piece of text or a file) and converts it into a fixed-length string of characters, usually numbers or letters. This string called a "hash," is like a unique fingerprint for the input.

What is the hashing trick? ›

The hashing trick is a technique used in machine learning and natural language processing (NLP) to efficiently represent categorical or text features as fixed-length vectors. It is particularly useful when dealing with high-dimensional or sparse data where the number of unique feature values is large.

What is a real life example of hashing? ›

There are many practical examples of hash tables used in every-day life. A popular example is in username-password databases. Every time someone signs up on a website using a username and password, that information must be stored somewhere for later retrieval.

Can you reverse a hash? ›

As hashing is extremely infeasible to reverse, hashing algorithms are used on passwords. This makes the password shorter and undiscoverable by attackers.

What is hashing vs. encryption? ›

Encryption is a two-way function where information is scrambled in such a way that it can be unscrambled later. Hashing is a one-way function where data is mapped to a fixed-length value. Hashing is primarily used for authentication.

What is the simple hash formula? ›

Simple hash functions

h(k) = k mod m. Works badly for many types of patterns in the input data. Knuth Variant on Division h(k) = k(k+3) mod m. Supposedly works much better than the raw division method.

How many keys does hashing require? ›

The basic operation of hash functions does not need any key and operate in a one-way manner. The one-way operation means that it is impossible to compute the input from a particular output. The basic uses of hash functions are: Generation and verification of digital signatures.

What best describes hashing? ›

Hashing is the practice of transforming a given key or string of characters into another value for the purpose of security. Although the terms “hashing” and “encryption” may be used interchangeably, hashing is always used for the purposes of one-way encryption, and hashed values are very difficult to decode.

What is hashing explain with an example? ›

Hashing is a technique that is used to uniquely identify a specific object from a group of similar objects. Some examples of how hashing is used in our lives include: In universities, each student is assigned a unique roll number that can be used to retrieve information about them.

What is the math behind hashing? ›

A hash function is a function h : A → B where A = {a ∈ {0, 1}j : j ∈ N} is the set of all bit sequences of arbitrary length and B = {0, 1}k the set of all bit sequences of a specific, generally short, length k. Inputs to hash functions are called messages and outputs are called digests.

How does hash cryptography work? ›

A cryptographic hash function is a mathematical function used in cryptography. Typical hash functions take inputs of variable lengths to return outputs of a fixed length. A cryptographic hash function combines the message-passing capabilities of hash functions with security properties.

Do hackers use hashing? ›

It's common for hackers to use specialized hash-dumping tools to extract password information from a target computer or network.

What is hashing vs encryption? ›

Encryption is a two-way function where information is scrambled in such a way that it can be unscrambled later. Hashing is a one-way function where data is mapped to a fixed-length value. Hashing is primarily used for authentication.

What is an example of a cryptographic hash? ›

One common example of a hash function in cryptography is its use in password verification. In this context, the cryptographic hash function transforms the user's password into a hash value, which is then stored instead of the plaintext password.

What describes hashing? ›

Hashing is defined as the process of assigning a numeric value to an alphanumeric string by first converting it into another numeric value and storing it in an indexed table to make data retrieval faster and/or masking the data for encryption, performed by a hash function.

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