Why Do You Need A Multi-Party Computation Wallet?

Multi Party Computation Wallet

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Multiparty computation (MPC) refers to a cryptographic protocol designed to enable multiple participants to collectively compute a function based on their respective inputs, while safeguarding the privacy of those inputs from one another.

The practical application of MPC arises when individuals or organizations wish to collaborate on computing a function while preserving the confidentiality of their individual inputs. For instance, a consortium of banks may desire to determine the aggregate balance of their shared account without disclosing the specific account balances to each other and so, they need a multi-party computation wallet.

In an MPC scenario, each participant holds a private input that remains undisclosed. The computation process involves the careful encryption of the inputs and subsequent computation on the encrypted values, ultimately generating the desired function as the output—all while ensuring the security of the values involved.

MPC protocols typically entail several rounds of communication among the participants, involving the exchange of encrypted messages and the execution of various computations on their individual inputs.

MPC is a sophisticated and intricate subject, with diverse variations and approaches to implementing its protocols. Designing secure MPC protocols entails addressing significant challenges, such as protecting against potential attacks from malicious participants attempting to infer the inputs of others. Additionally, it is crucial to ensure that the protocol is efficient in terms of computational resources and communication overhead.

What is a multi-party computation crypto wallet?

A multiparty computation crypto wallet refers to a type of wallet that leverages multiparty computation (MPC) technology to securely handle and store users’ assets. In an MPC crypto wallet, the private keys necessary for accessing and managing the users’ cryptocurrency are divided into multiple fragments called “shares,” which are then distributed among the participating parties involved in the MPC protocol.

The primary advantage of utilizing MPC in a crypto wallet is that it allows for secure management of cryptocurrency without granting any single party complete access to the entire private key. This setup offers protection against various attacks, such as hackers attempting to steal users’ cryptocurrency by compromising a single party’s private key share.

MPC crypto wallets typically rely on a combination of cryptography and secure communication protocols to facilitate collaborative management of users’ cryptocurrency by multiple parties. The process may involve intricate calculations and communication exchanges between the involved parties. However, the outcome is an efficient and secure approach to managing users’ cryptocurrency assets.

Certain crypto wallets, such as ZenGo, employ multiparty computation to enhance wallet security, while platforms like Coinbase have enabled this feature for their non-custodial wallet. Consequently, MPC crypto wallets can offer heightened security measures and defense against specific attacks. Nevertheless, it’s important to note that they may require more computational resources compared to other types of crypto wallets.

Multi-Party Computation (MPC) is an advanced cryptographic technique designed to enable multiple parties to collaboratively compute a function while preserving the privacy of their individual inputs. Instead of directly managing private keys, MPC employs a division of data, allowing a group of participants to perform computations on private data while ensuring confidentiality.

MPC establishes a system wherein a private key is created through joint computation involving various devices, such as laptops and mobile devices.

The effectiveness of MPC relies on two fundamental properties: privacy and security.

Privacy: The execution of the protocol must not reveal any private information, including your private keys, held by the participating parties. The confidentiality of individual inputs is maintained throughout the computation.

Security: In the event that devices or accounts share information or deviate from the protocol’s instructions during execution, MPC guarantees that honest parties cannot be coerced into producing incorrect results or exposing your private information. The integrity of the computation is preserved, ensuring the protection of sensitive data.

How does an MPC wallet work?

An MPC wallet operates by utilizing Multi-Party Computation (MPC), a cryptographic technique that enables multiple parties to collaboratively compute a function while keeping their individual inputs private. In the context of an MPC wallet, the traditional private key is divided into multiple shares, with each share distributed to different parties, such as wallet users or trusted servers.

This distributed approach significantly enhances security since no single party possesses the complete private key, eliminating the risks associated with single points of failure. When a transaction requires signing, the involved parties work together to generate the signature without reconstructing the private key. This ensures that the assets remain secure throughout the entire process.

When a transaction is initiated, the participating parties, typically the user and the wallet provider’s server, initiate an MPC protocol to jointly sign the transaction. Each party holds a share of the private key, which they utilize to compute their respective signature shares. These shares are then combined to produce a valid signature for the transaction.

Throughout the entire process, the private key shares remain undisclosed, and the parties involved are unable to access each other’s shares. This guarantees that even if an attacker manages to compromise one party, they cannot gain full control over the wallet or the assets held within it. The security and privacy measures provided by MPC ensure the integrity and confidentiality of the wallet’s operations.

How MPC Wallets Differ From Regular Wallets

MPC wallets stand apart from regular wallets, such as single-key, multi-signature, or hardware wallets, due to several distinct characteristics. In terms of security, MPC wallets offer a heightened level of protection compared to single-key wallets. Single-key wallets rely on a single private key, which poses a risk of loss or theft. In contrast, MPC wallets address this vulnerability by employing multiparty computation, making them more secure.

Multi-signature wallets, on the other hand, require multiple signatures from different devices or parties. While this provides an additional layer of security, the process of obtaining multiple signatures can be cumbersome and may hinder wallet availability in time-sensitive situations. In contrast, MPC wallets maintain protocol-agnosticism and preserve the privacy of signers. Additionally, they prove to be more cost-effective since only one transaction signature is required.

Hardware wallets, which rely on physical devices, can be susceptible to damage or loss. Furthermore, they may not be suitable for use cases that necessitate the authorization of transactions by multiple participants. In contrast, MPC wallets do not face these limitations and offer a more versatile approach to wallet management.

MPC wallets differentiate themselves from regular wallets by providing enhanced security through multiparty computation, eliminating the reliance on a single private key. They offer protocol-agnosticism, maintain signers’ privacy, and are cost-effective due to the requirement of a single transaction signature. Additionally, they offer flexibility and suitability for various use cases that involve multiple participants, which may not be achievable with hardware wallets or other traditional wallet types.

What is the difference between MPC wallets and Multisig wallets

The distinction between MPC wallets and Multisig wallets lies in the way they handle authentication and access to funds.

Multisig wallets require multiple private keys to authenticate and authorize outgoing transactions. Each party involved holds its own private key, and a predetermined number of those keys must collectively sign a transaction to complete it. This approach provides an additional layer of security by requiring consensus among multiple parties.

On the other hand, MPC wallets divide a single private key into shares that are distributed among different parties. These parties collaboratively compute and sign transactions without revealing the complete private key. The shares are utilized in a cryptographic protocol that ensures secure computation while preserving privacy.

Drawback on Multisig

While Multisig wallets have been widely adopted, they have some downsides that have led to their decreasing popularity. One issue is the lack of protocol agnosticism. Supporting new blockchain protocols becomes challenging because each protocol may have distinct implementations of Multisig, making it difficult for wallet providers to securely accommodate multiple chains.

Another drawback is operational inflexibility. As organizations grow and evolve, adjusting the access and transfer processes within Multisig wallets can become cumbersome and complex.

In contrast, MPC wallets offer several advantages, including protocol agnosticism and operational efficiency. MPC wallets are designed to be compatible with various blockchain protocols, making it easier to support new chains securely. Additionally, MPC wallets provide a more efficient and flexible design to meet the challenges of today’s digital asset ecosystem.

As a result of these shortcomings of Multisig wallets and the benefits provided by MPC wallets, numerous wallet providers have started transitioning to MPC technology to address the evolving needs and requirements of users.

What is an MPC wallet used for?

An MPC wallet finds utility in various use cases, exemplifying its versatility and enhanced security. Here are four example use cases:

Team wallets for organizations, DAOs, and companies

MPC wallets serve as a secure platform for collaboration and decision-making among multiple stakeholders. It allows teams within decentralized organizations, companies, or project groups to jointly manage the wallet and collectively approve transactions. This enables secure and efficient asset management within the team.

Escrow services

MPC wallets offer a reliable solution for escrow services. By leveraging the distribution of private key shares among relevant parties, MPC ensures that transactions only proceed when all specified conditions are met. This enhances the security and trustworthiness of the escrow process.

Multi-user wallets for investment clubs or consortiums

MPC wallets facilitate shared management of investments for groups of investors. By utilizing MPC, investment clubs or consortiums can collectively manage their assets, make decisions together, and require consensus for executing transactions. This collaborative approach ensures transparency and reduces the risk associated with centralized control.

Secure key management for exchanges and custodial service

Exchanges and custodial services can enhance their security measures by implementing MPC wallets for key management. By distributing private keys among multiple parties, the risk of a single point of failure is mitigated. This ensures that user assets are better protected, reducing the vulnerability to security breaches and unauthorized access.

Benefits and drawbacks of multiparty computation crypto wallets

Multiparty computation (MPC) crypto wallets offer several advantages for securing users’ cryptocurrency assets. The primary benefit lies in the enhanced security provided by splitting the private keys into multiple parts, or shares, and distributing them among different parties. 

This approach mitigates the risk of a single point of failure, reducing the chances of users losing their funds due to stolen or misplaced private keys. The architecture of MPC wallets makes it significantly more challenging for malicious actors to compromise a user’s wallet, as they would need to steal from multiple independent locations.

Furthermore, MPC wallets improve reliability by ensuring continued accessibility to assets, even if one or more parties become unavailable or unresponsive. Privacy is also enhanced, as the distribution of private keys among multiple parties prevents any single entity from possessing the complete key. The computations in MPC protocols are performed on encrypted outputs, preventing malicious parties from accessing sensitive information, thereby strengthening overall security.

However, there are potential drawbacks to using MPC crypto wallets. The complexity associated with MPC protocols, especially for non-experts in cryptography, can pose a challenge during the wallet setup process. This complexity may make MPC wallets less user-friendly for the average person compared to other wallet solutions.

Additionally, due to the computational resources required by MPC protocols, the operation of an MPC wallet may be slower compared to other crypto wallets. This reduced efficiency may result in longer processing times for certain operations.

Furthermore, it’s important to note that not all cryptocurrency assets can be effectively managed using an MPC crypto wallet. Some assets may present challenges or practical limitations when integrated into an MPC framework.

Ultimately, the decision to use an MPC crypto wallet depends on the specific needs and priorities of the user. Users who prioritize security and privacy may find MPC wallets beneficial. However, individuals seeking a simpler solution may opt for alternative wallet options.


A Multi-Party Computation (MPC) wallet is a type of cryptocurrency wallet that utilizes advanced cryptographic techniques to securely manage and protect users’ digital assets. MPC wallets divide private keys among multiple parties, allowing collaborative computation without disclosing sensitive information. They offer increased security, privacy, and resilience against single points of failure. MPC wallets are gaining popularity as a robust solution for secure asset management and transaction authorization in various use cases.


How does an MPC wallet ensure the privacy of my private keys?

MPC wallets distribute private keys among multiple parties, and computations are performed collaboratively without disclosing the individual keys. This ensures the privacy and confidentiality of your private key information.

Are MPC wallets more secure than traditional wallets?

Yes, MPC wallets provide enhanced security by eliminating the risks associated with a single point of failure. Dividing private keys among multiple parties reduces the chances of theft, loss, or unauthorized access to your funds.

Can I still access my funds if one party in the MPC protocol becomes unavailable? 

Yes, MPC wallets offer resilience against the unavailability of individual parties. Even if one or more parties are unavailable or unresponsive, you can still access and manage your funds using the remaining active parties' shares.

Are MPC wallets compatible with different blockchain protocols? 

Yes, MPC wallets are designed to be protocol-agnostic, making them compatible with various blockchain protocols. They can support different chains and adapt to the evolving cryptocurrency ecosystem.

How do MPC wallets compare to other wallet types like hardware wallets or multisig wallets?

MPC wallets offer unique advantages. They provide secure collaborative management without relying on physical devices like hardware wallets, and they eliminate the complexities and limitations associated with multisig wallets, providing greater operational flexibility and protocol support.

Disclaimer. The information provided is not trading advice. Cryptopolitan.com holds no liability for any investments made based on the information provided on this page. We strongly recommend independent research and/or consultation with a qualified professional before making any investment decisions.

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Damilola Lawrence

Damilola is a crypto enthusiast, content writer, and journalist. When he is not writing, he spends most of his time reading and keeping tabs on exciting projects in the blockchain space. He also studies the ramifications of Web3 and blockchain development to have a stake in the future economy.

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