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Zero-Knowledge: Blockchain Privacy Revolution

Nicolo BorgatobyNicolo Borgato
15 January 2024
in Real Applications
Reading Time: 7 mins read
A A
Index
  1. Introduction
  2. Behind the Scenes of Zero-Knowledge Technology
  3. Key Role in Blockchain
  4. Challenges and Opportunities

Introduction

Have you ever wondered how one can prove knowledge of something without revealing what that knowledge is? This is the question at the core of zero-knowledge technology, one of the most promising innovations in the fields of cryptography and blockchain. In this article, we will explore what zero-knowledge technology is, how it works, its applications, and the challenges and opportunities it presents for the future of Web3.

Behind the Scenes of Zero-Knowledge Technology

Zero-knowledge technology is a method that allows proving the truth of a certain statement without disclosing any other information. In other words, it enables proving knowledge of something without revealing what that knowledge is. This can have various practical applications, such as privacy protection, security, digital identity, and more.

To understand how zero-knowledge technology works, we first need to introduce the concept of zero-knowledge proof, which is the mechanism that enables this technology. A zero-knowledge proof is a communication between two parties, called the prover and verifier, where the prover aims to convince the verifier of a certain statement without revealing any additional information. A zero-knowledge proof must satisfy three fundamental properties: completeness, correctness, and zero-knowledge.

Completeness means that if the statement is true and the prover is honest, the verifier must accept the proof with arbitrarily high probability. Correctness means that if the statement is false and the prover is dishonest, the verifier must reject the proof with a probability exceeding a predefined threshold. Zero-knowledge means that the verifier should not learn any additional information from the interaction with the prover, other than whether the statement is true or false.

Imagine having a cave with two entrances, A and B, and a door blocking the passage between A and B. Only those who know the secret word can open the door and traverse the cave from one side to the other. Now, suppose Alice (prover) knows the secret word and wants to sell it to Marco (verifier), who wants access to the cave. However, Alice doesn’t want to reveal the word to Marco before receiving payment, and Marco doesn’t want to pay Alice before being sure she actually knows the word. How can this dilemma be resolved?

One possible solution is as follows: Alice enters the cave through one of the two entrances, chosen randomly, and Marco follows her to the entrance. Then, Marco stops and shouts the name of the entrance from which he wants Alice to exit. If Alice knows the secret word, she can open the door and exit from the entrance Marco requested. If she doesn’t know it, she can only exit from the same entrance she entered, hoping it’s the one Marco asked for. In this case, she has a 50% chance of guessing. If they repeat this process several times, the probability of Alice deceiving Marco decreases exponentially. So, if Alice always exits the entrance Marco asks for, Marco can reasonably be convinced that Alice knows the secret word without her having to reveal it.

This example illustrates the concept of zero-knowledge proof, based on the three fundamental properties:

  • Completeness: If the statement is true, the honest prover (Alice) can convince the honest verifier (Marco) with arbitrarily high probability.

  • Correctness: If the statement is false, the dishonest prover cannot convince the honest verifier with a probability exceeding a predefined threshold.

  • Zero-knowledge: The honest verifier learns nothing more than the statement being true or false.

The cave example is a simplification to explain the principle of zero-knowledge proof. In practice, zero-knowledge technology relies on more complex mathematical and algorithmic techniques, involving the use of data structures and cryptographic functions. There are different types of zero-knowledge technologies, depending on the desired properties and performance.

One type of zero-knowledge technology is based on NP-complete problems, for which there is no efficient algorithm to find the solution, but one exists to verify it.
The Hamiltonian Cycle problem is an NP-complete problem, involving finding a cycle that passes through all nodes of a graph exactly once. There is no efficient algorithm to find a Hamiltonian cycle, but there is one to verify if a cycle is Hamiltonian. So, if Alice knows a Hamiltonian cycle in a graph, she can use this problem to create a zero-knowledge proof for Marco, who wants to verify that Alice knows the cycle without her having to reveal it.

Another type of zero-knowledge technology is based on problems in number theory, which are related to the properties of integers. For example, the Discrete Logarithm problem is a number theory problem involving finding a number x such that a^x = b (mod p), where a, b, and p are known integers. There is no efficient algorithm to find x, but there is one to verify if x is the solution. So, if Alice knows x, she can use this problem to create a zero-knowledge proof for Marco, who wants to verify that Alice knows x without her having to reveal it.

A third type of zero-knowledge technology is based on problems in algebraic geometry, involving properties of elliptic curves. For instance, the Elliptic Curve Pairing problem is an algebraic geometry problem involving finding a function e that maps two points P and Q on an elliptic curve to a value e(P,Q) in a finite field. There is no efficient algorithm to find e, but there is one to verify if it is the solution. So, if Alice knows e, she can use this problem to create a zero-knowledge proof for Marco, who wants to verify that Alice knows e without her having to reveal it.

These are just a few examples of problems used to create zero-knowledge proofs, but many others rely on different mathematical and logical principles. The general idea remains the same: use a hard-to-solve but easy-to-verify problem to prove knowledge of the solution without revealing it.

Key Role in Blockchain

Zero-knowledge proof has many potential applications in various fields, including cybersecurity, identity verification, personal data protection, machine learning, finance, and blockchain. In particular, zero-knowledge proof can be used to:

  • Prove possession of a credential, such as a password, private key, or certificate, without revealing it or exposing it to theft or forgery.

  • Demonstrate compliance with a rule, such as an access policy, contractual condition, or legal regulation, without revealing the details or justifications behind it.

  • Prove the correctness of an operation, such as a transaction, computation, or verification, without revealing the data or processes that make it possible.

  • Demonstrate ownership of information, such as proof of work, proof of stake, or proof of space, without revealing the content or source of the information.

In the blockchain ecosystem, zero-knowledge proof plays an increasingly crucial role, enhancing the privacy and scalability of transactions and smart contracts. Many projects and protocols are already using or integrating zero-knowledge proof to provide users with greater security and flexibility.

Zcash is a cryptocurrency that uses zero-knowledge proofs to conceal transaction amounts and recipients, ensuring absolute privacy for users. Another example is Aztec, a protocol that employs zero-knowledge proofs to make transactions on Ethereum more cost-effective and faster, reducing gas fees and confirmation time. Additionally, it has been used to create decentralized applications, such as digital identities, electronic voting, audits, verifications, and more. The field of research and development in this technology is continually expanding.

Challenges and Opportunities

Zero-knowledge proof is a technology in constant evolution and experimentation, still facing some challenges and limitations. These include:

  • Computational complexity, requiring a significant amount of resources and time to generate and verify proofs, especially for large and complex problems.

  • Implementation difficulty, demanding a deep understanding of mathematical and cryptographic concepts to create and use proofs, along with careful attention to avoid errors and vulnerabilities.

  • Lack of standardization, making compatibility and interoperability between different types and versions of zero-knowledge proofs challenging, leading to security and reliability issues.


Zero-knowledge proof is a technology with the potential to improve and innovate in many sectors and applications, such as blockchain, transactions, digital identity, voting, audits, verifications, and more.

The challenge is to make this technology more accessible, scalable, and standardized to facilitate widespread adoption.

Tags: AIBlockchainCryptoEthereumPoSProof of StakeProof of WorkSmart ContractsTransaction
Nicolo Borgato

Nicolo Borgato

| Building in web3 | Great interests in VCs |
| StartUp | NFT, Metaverse, Blockchain, DAOs and Smart contracts |
| Student of statistics at Unimib |

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