Blockchain / Cryptography in Blockchain
Signature Creation
Digital signatures are used to verify the authenticity of data. In this tutorial, we will learn how to generate a digital signature for your data.
Section overview
4 resourcesCovers cryptographic techniques used in blockchain to ensure security and immutability.
Tutorial: Signature Creation
1. Introduction
In this tutorial, our main goal is to learn how to generate a digital signature for your data. We will learn the basics of digital signatures, their use, and how to implement them using Python. By the end of this tutorial, you should be able to create your own digital signatures for any given data.
Prerequisites:
- Basic understanding of Python programming.
- Familiarity with basic cryptography concepts is beneficial but not necessary.
2. Step-by-Step Guide
Digital signatures are a method to verify the authenticity of data. They are mostly used in data transmission where they provide a layer of validation and security.
To create a digital signature, we need a private and a public key. The private key is used to create the signature, and the public key is used by others to validate it. We will use Python's inbuilt cryptography library to generate these keys and create signatures.
3. Code Examples
Here is a simple example of creating and verifying a digital signature using Python:
from cryptography.hazmat.primitives import hashes
from cryptography.hazmat.primitives.asymmetric import padding
from cryptography.hazmat.primitives.asymmetric import rsa
from cryptography.hazmat.primitives import serialization
# Generate a private key
private_key = rsa.generate_private_key(
public_exponent=65537,
key_size=2048
)
# Generate a public key
public_key = private_key.public_key()
# Data to sign
data = b"This is some data we want to sign"
# Create a digital signature
signature = private_key.sign(
data,
padding.PSS(
mgf=padding.MGF1(hashes.SHA256()),
salt_length=padding.PSS.MAX_LENGTH
),
hashes.SHA256()
)
# Verify the digital signature
public_key.verify(
signature,
data,
padding.PSS(
mgf=padding.MGF1(hashes.SHA256()),
salt_length=padding.PSS.MAX_LENGTH
),
hashes.SHA256()
)
In this code, we first generate a pair of keys. Then, we sign our data using the private key. Finally, we verify the signature using the public key. If the verification process doesn't raise an exception, the signature is valid.
4. Summary
In this tutorial, we covered the basics of digital signatures, how to create them, and how to verify them. We learned how to generate a pair of keys and use them to sign and verify data.
5. Practice Exercises
-
Try to sign and verify different types of data. What happens if you try to verify data that was not signed?
-
Learn more about the RSA algorithm, which is used to generate the keys. How does it work? What are its strengths and weaknesses?
-
Implement a simple communication protocol between two entities using digital signatures for verification. One entity should send a signed message, and the other should verify it.
Solutions
-
If you try to verify data that was not signed or was signed with a different private key, the
verifyfunction will raise anInvalidSignatureexception. -
RSA stands for Rivest-Shamir-Adleman, the names of its creators. It is a public-key cryptosystem that is widely used for secure data transmission. Its main strength is its security, based on the practical difficulty of factoring the product of two large prime numbers. Its main weaknesses are its slowness and the size of the keys, which are much larger than those of equivalent symmetric cryptosystems.
-
Here is a simple example of such a protocol:
# Entity 1
data = b"This is a secret message"
signature = private_key.sign(
data,
padding.PSS(
mgf=padding.MGF1(hashes.SHA256()),
salt_length=padding.PSS.MAX_LENGTH
),
hashes.SHA256()
)
send_to_entity_2(data, signature)
# Entity 2
received_data, received_signature = receive_from_entity_1()
public_key.verify(
received_signature,
received_data,
padding.PSS(
mgf=padding.MGF1(hashes.SHA256()),
salt_length=padding.PSS.MAX_LENGTH
),
hashes.SHA256()
)
In this code, Entity 1 signs a message and sends it along with the signature to Entity 2. Entity 2 then verifies the received data with the received signature. If the verification process doesn't raise an exception, the data is authentic.
Happy coding!
Need Help Implementing This?
We build custom systems, plugins, and scalable infrastructure.
Related topics
Keep learning with adjacent tracks.
Popular tools
Helpful utilities for quick tasks.
Latest articles
Fresh insights from the CodiWiki team.
AI in Drug Discovery: Accelerating Medical Breakthroughs
In the rapidly evolving landscape of healthcare and pharmaceuticals, Artificial Intelligence (AI) in drug dis…
Read articleAI in Retail: Personalized Shopping and Inventory Management
In the rapidly evolving retail landscape, the integration of Artificial Intelligence (AI) is revolutionizing …
Read articleAI in Public Safety: Predictive Policing and Crime Prevention
In the realm of public safety, the integration of Artificial Intelligence (AI) stands as a beacon of innovati…
Read articleAI in Mental Health: Assisting with Therapy and Diagnostics
In the realm of mental health, the integration of Artificial Intelligence (AI) stands as a beacon of hope and…
Read articleAI in Legal Compliance: Ensuring Regulatory Adherence
In an era where technology continually reshapes the boundaries of industries, Artificial Intelligence (AI) in…
Read article