세계의 안전한 다자간 연산 시장 - 산업 규모, 점유율, 동향, 기회, 예측 : 제공 제품별, 전개 모드별, 업계별, 지역별, 경쟁별(2020-2030년)

The Global Secure Multiparty Computation (SMPC) Market was valued at USD 811.04 Million in 2024 and is expected to reach USD 1539.76 Million by 2030 with a CAGR of 11.28% through 2030. The Global Secure Multiparty Computation (SMPC) Market revolves around cryptographic protocols that enable multiple parties to jointly compute a function over their inputs without revealing the inputs to each other.

This advanced technology is critical for industries such as finance, healthcare, and defense, where data confidentiality and privacy are paramount. Secure Multiparty Computation ensures that sensitive data remains private while allowing entities to collaborate on computations like risk analysis, fraud detection, or research studies. With growing concerns around data breaches, regulatory pressures like GDPR, and the increasing complexity of cyber threats, organizations are prioritizing cryptographic solutions like Secure Multiparty Computation.

The growth of the Global Secure Multiparty Computation (SMPC) Market is driven by increasing data privacy concerns, the rising need for secure data sharing, and the growing adoption of decentralized and blockchain applications. As businesses shift towards digital ecosystems, the requirement for secure, collaborative computation between organizations or departments is becoming critical. The expansion of artificial intelligence, machine learning, and big data analytics further accelerates the demand for Secure Multiparty Computation as these technologies often require access to large, sensitive datasets. Enterprises are adopting SMPC to enable privacy-preserving computations without compromising data integrity or regulatory compliance.

The Global Secure Multiparty Computation (SMPC) Market is expected to experience significant growth due to advancements in cryptographic research and increasing investment from technology providers. The rise of privacy-enhancing technologies, combined with strategic partnerships between security vendors and industry players, is fostering the adoption of SMPC solutions across sectors. Additionally, the proliferation of cloud computing, multi-cloud deployments, and hybrid work models amplifies the need for secure computation protocols. As organizations continue to prioritize data protection, Secure Multiparty Computation will become a key enabler of secure collaboration, driving sustained market growth over the forecast period.

Key Market Drivers

Rising Concerns Over Data Privacy and Confidentiality

The surge in global data privacy regulations and the increasing frequency of cyberattacks have made data protection a critical priority for enterprises worldwide. The Global Secure Multiparty Computation (SMPC) Market benefits directly from this trend, as organizations adopt solutions that enable collaborative computation without compromising sensitive data. Industries like healthcare, finance, and defense frequently handle confidential information that, if exposed, could result in severe financial and reputational damage. Secure Multiparty Computation provides a cryptographic shield, ensuring that even in collaborative environments, private data remains protected from unauthorized access.

The rise in cross-border data transactions and partnerships has heightened the demand for privacy-preserving solutions. With regulators imposing stringent compliance requirements, companies can no longer risk data exposure, even in collaborative projects. Secure Multiparty Computation enables such collaborations without violating privacy norms, allowing businesses to maintain trust and comply with evolving data protection laws. As the global digital economy expands, the demand for data confidentiality through advanced computation methods like Secure Multiparty Computation is expected to drive continuous market growth. Global investments in data protection and privacy solutions are projected to exceed USD 120 billion by 2026, driven by regulatory demands and increasing data breaches. This surge reflects enterprises' growing emphasis on technologies like Secure Multiparty Computation that ensure data confidentiality in multi-party collaborations while mitigating risks of compliance violations and unauthorized data exposure.

Key Market Challenges

High Computational Complexity and Performance Bottlenecks in the Global Secure Multiparty Computation (SMPC) Market

One of the foremost challenges confronting the Global Secure Multiparty Computation (SMPC) Market is the inherent computational complexity associated with implementing Secure Multiparty Computation protocols. Unlike conventional cryptographic methods, Secure Multiparty Computation requires simultaneous operations between multiple parties, often involving complex mathematical functions and cryptographic proofs. These operations can significantly increase computational overhead, leading to performance bottlenecks in both processing time and system efficiency. As a result, many organizations-especially those with high transaction volumes or real-time processing needs-find the current Secure Multiparty Computation solutions inefficient or unsuitable for large-scale deployment. The high latency and resource-intensive computations can slow down applications such as financial trading, supply chain management, and real-time data analytics, where speed and efficiency are critical for business operations.

The cost of maintaining high-performance hardware infrastructure to support Secure Multiparty Computation protocols further escalates operational expenses. This complexity creates a barrier to adoption, particularly for small and medium enterprises that may lack the financial resources to invest in advanced computing environments required for Secure Multiparty Computation. The challenge is exacerbated when organizations attempt to scale their operations globally, as network delays, multi-party coordination, and the need for synchronized operations increase the strain on infrastructure. Although ongoing advancements in cryptographic research aim to optimize these protocols, the Global Secure Multiparty Computation (SMPC) Market still faces a significant hurdle in balancing security with performance and cost-effectiveness, making widespread adoption a persistent challenge in the near future.

Key Market Trends

Integration of Secure Multiparty Computation with Artificial Intelligence and Machine Learning

The Global Secure Multiparty Computation (SMPC) Market is witnessing a rising trend of integrating Secure Multiparty Computation with Artificial Intelligence and Machine Learning applications. Organizations increasingly seek privacy-preserving machine learning models that can analyze sensitive data without direct access to it. Secure Multiparty Computation allows multiple data owners to collaboratively train models or execute machine learning tasks without sharing raw datasets. This integration is especially vital in sectors like healthcare, financial services, and insurance, where data confidentiality is paramount. The combination of privacy-preserving computations with AI enables companies to unlock insights from distributed datasets while maintaining compliance with data protection regulations.

This trend is further fueled by the global emphasis on responsible AI and ethical data use. Enterprises realize the potential of combining Secure Multiparty Computation with federated learning techniques, enhancing collaborative data analytics across borders. Such integration ensures regulatory compliance, boosts stakeholder confidence, and reduces data misuse risks. As AI-driven business processes expand, the Global Secure Multiparty Computation (SMPC) Market is positioned to become a critical enabler of secure, privacy-focused data collaboration in AI ecosystems. The emergence of industry partnerships and research collaborations in this area signifies strong future potential for Secure Multiparty Computation adoption in AI-powered business operations.

Key Market Players

• Coinbase Global, Inc.
• Inpher, Inc.
• Duality Technologies, Inc.
• Cape Privacy, Inc.
• IBM Corporation
• Microsoft Corporation
• Google LLC
• NVIDIA Corporation

Report Scope:

In this report, the Global Secure Multiparty Computation (SMPC) Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Secure Multiparty Computation (SMPC) Market, By Offering:

• Solutions
• Services

Secure Multiparty Computation (SMPC) Market, By Deployment Mode:

• Cloud-based
• On-premises

Secure Multiparty Computation (SMPC) Market, By Vertical:

• BFSI
• Healthcare
• Retail & E-Commerce
• IT & ITES
• Government
• Others

Secure Multiparty Computation (SMPC) Market, By Region:

• North America
  • United States
  • Canada
  • Mexico
• Europe
  • Germany
  • France
  • United Kingdom
  • Italy
  • Spain
• Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Australia
• Middle East & Africa
  • Saudi Arabia
  • UAE
  • South Africa
• South America
  • Brazil
  • Colombia
  • Argentina

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Secure Multiparty Computation (SMPC) Market.

Available Customizations:

Global Secure Multiparty Computation (SMPC) Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

• Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Solution Overview

• 1.1. Market Definition
• 1.2. Scope of the Market
  • 1.2.1. Markets Covered
  • 1.2.2. Years Considered for Study
  • 1.2.3. Key Market Segmentations

2. Research Methodology

• 2.1. Objective of the Study
• 2.2. Baseline Methodology
• 2.3. Key Industry Partners
• 2.4. Major Association and Secondary Sources
• 2.5. Forecasting Methodology
• 2.6. Data Triangulation & Validation
• 2.7. Assumptions and Limitations

3. Executive Summary

• 3.1. Overview of the Market
• 3.2. Overview of Key Market Segmentations
• 3.3. Overview of Key Market Players
• 3.4. Overview of Key Regions/Countries
• 3.5. Overview of Market Drivers, Challenges, and Trends

4. Voice of Customer

5. Global Secure Multiparty Computation (SMPC) Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Offering (Solutions, Services)
  • 5.2.2. By Deployment Mode (Cloud-based, On-premises)
  • 5.2.3. By Vertical (BFSI, Healthcare, Retail & E-Commerce, IT & ITES, Government, Others)
  • 5.2.4. By Region (North America, Europe, South America, Middle East & Africa, Asia Pacific)
• 5.3. By Company (2024)
• 5.4. Market Map

6. North America Secure Multiparty Computation (SMPC) Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Offering
  • 6.2.2. By Deployment Mode
  • 6.2.3. By Vertical
  • 6.2.4. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States Secure Multiparty Computation (SMPC) Market Outlook
    • 6.3.1.1. Market Size & Forecast
      • 6.3.1.1.1. By Value
    • 6.3.1.2. Market Share & Forecast
      • 6.3.1.2.1. By Offering
      • 6.3.1.2.2. By Deployment Mode
      • 6.3.1.2.3. By Vertical
  • 6.3.2. Canada Secure Multiparty Computation (SMPC) Market Outlook
    • 6.3.2.1. Market Size & Forecast
      • 6.3.2.1.1. By Value
    • 6.3.2.2. Market Share & Forecast
      • 6.3.2.2.1. By Offering
      • 6.3.2.2.2. By Deployment Mode
      • 6.3.2.2.3. By Vertical
  • 6.3.3. Mexico Secure Multiparty Computation (SMPC) Market Outlook
    • 6.3.3.1. Market Size & Forecast
      • 6.3.3.1.1. By Value
    • 6.3.3.2. Market Share & Forecast
      • 6.3.3.2.1. By Offering
      • 6.3.3.2.2. By Deployment Mode
      • 6.3.3.2.3. By Vertical

7. Europe Secure Multiparty Computation (SMPC) Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Offering
  • 7.2.2. By Deployment Mode
  • 7.2.3. By Vertical
  • 7.2.4. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. Germany Secure Multiparty Computation (SMPC) Market Outlook
    • 7.3.1.1. Market Size & Forecast
      • 7.3.1.1.1. By Value
    • 7.3.1.2. Market Share & Forecast
      • 7.3.1.2.1. By Offering
      • 7.3.1.2.2. By Deployment Mode
      • 7.3.1.2.3. By Vertical
  • 7.3.2. France Secure Multiparty Computation (SMPC) Market Outlook
    • 7.3.2.1. Market Size & Forecast
      • 7.3.2.1.1. By Value
    • 7.3.2.2. Market Share & Forecast
      • 7.3.2.2.1. By Offering
      • 7.3.2.2.2. By Deployment Mode
      • 7.3.2.2.3. By Vertical
  • 7.3.3. United Kingdom Secure Multiparty Computation (SMPC) Market Outlook
    • 7.3.3.1. Market Size & Forecast
      • 7.3.3.1.1. By Value
    • 7.3.3.2. Market Share & Forecast
      • 7.3.3.2.1. By Offering
      • 7.3.3.2.2. By Deployment Mode
      • 7.3.3.2.3. By Vertical
  • 7.3.4. Italy Secure Multiparty Computation (SMPC) Market Outlook
    • 7.3.4.1. Market Size & Forecast
      • 7.3.4.1.1. By Value
    • 7.3.4.2. Market Share & Forecast
      • 7.3.4.2.1. By Offering
      • 7.3.4.2.2. By Deployment Mode
      • 7.3.4.2.3. By Vertical
  • 7.3.5. Spain Secure Multiparty Computation (SMPC) Market Outlook
    • 7.3.5.1. Market Size & Forecast
      • 7.3.5.1.1. By Value
    • 7.3.5.2. Market Share & Forecast
      • 7.3.5.2.1. By Offering
      • 7.3.5.2.2. By Deployment Mode
      • 7.3.5.2.3. By Vertical

8. Asia Pacific Secure Multiparty Computation (SMPC) Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Offering
  • 8.2.2. By Deployment Mode
  • 8.2.3. By Vertical
  • 8.2.4. By Country
• 8.3. Asia Pacific: Country Analysis
  • 8.3.1. China Secure Multiparty Computation (SMPC) Market Outlook
    • 8.3.1.1. Market Size & Forecast
      • 8.3.1.1.1. By Value
    • 8.3.1.2. Market Share & Forecast
      • 8.3.1.2.1. By Offering
      • 8.3.1.2.2. By Deployment Mode
      • 8.3.1.2.3. By Vertical
  • 8.3.2. India Secure Multiparty Computation (SMPC) Market Outlook
    • 8.3.2.1. Market Size & Forecast
      • 8.3.2.1.1. By Value
    • 8.3.2.2. Market Share & Forecast
      • 8.3.2.2.1. By Offering
      • 8.3.2.2.2. By Deployment Mode
      • 8.3.2.2.3. By Vertical
  • 8.3.3. Japan Secure Multiparty Computation (SMPC) Market Outlook
    • 8.3.3.1. Market Size & Forecast
      • 8.3.3.1.1. By Value
    • 8.3.3.2. Market Share & Forecast
      • 8.3.3.2.1. By Offering
      • 8.3.3.2.2. By Deployment Mode
      • 8.3.3.2.3. By Vertical
  • 8.3.4. South Korea Secure Multiparty Computation (SMPC) Market Outlook
    • 8.3.4.1. Market Size & Forecast
      • 8.3.4.1.1. By Value
    • 8.3.4.2. Market Share & Forecast
      • 8.3.4.2.1. By Offering
      • 8.3.4.2.2. By Deployment Mode
      • 8.3.4.2.3. By Vertical
  • 8.3.5. Australia Secure Multiparty Computation (SMPC) Market Outlook
    • 8.3.5.1. Market Size & Forecast
      • 8.3.5.1.1. By Value
    • 8.3.5.2. Market Share & Forecast
      • 8.3.5.2.1. By Offering
      • 8.3.5.2.2. By Deployment Mode
      • 8.3.5.2.3. By Vertical

9. Middle East & Africa Secure Multiparty Computation (SMPC) Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Offering
  • 9.2.2. By Deployment Mode
  • 9.2.3. By Vertical
  • 9.2.4. By Country
• 9.3. Middle East & Africa: Country Analysis
  • 9.3.1. Saudi Arabia Secure Multiparty Computation (SMPC) Market Outlook
    • 9.3.1.1. Market Size & Forecast
      • 9.3.1.1.1. By Value
    • 9.3.1.2. Market Share & Forecast
      • 9.3.1.2.1. By Offering
      • 9.3.1.2.2. By Deployment Mode
      • 9.3.1.2.3. By Vertical
  • 9.3.2. UAE Secure Multiparty Computation (SMPC) Market Outlook
    • 9.3.2.1. Market Size & Forecast
      • 9.3.2.1.1. By Value
    • 9.3.2.2. Market Share & Forecast
      • 9.3.2.2.1. By Offering
      • 9.3.2.2.2. By Deployment Mode
      • 9.3.2.2.3. By Vertical
  • 9.3.3. South Africa Secure Multiparty Computation (SMPC) Market Outlook
    • 9.3.3.1. Market Size & Forecast
      • 9.3.3.1.1. By Value
    • 9.3.3.2. Market Share & Forecast
      • 9.3.3.2.1. By Offering
      • 9.3.3.2.2. By Deployment Mode
      • 9.3.3.2.3. By Vertical

10. South America Secure Multiparty Computation (SMPC) Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Offering
  • 10.2.2. By Deployment Mode
  • 10.2.3. By Vertical
  • 10.2.4. By Country
• 10.3. South America: Country Analysis
  • 10.3.1. Brazil Secure Multiparty Computation (SMPC) Market Outlook
    • 10.3.1.1. Market Size & Forecast
      • 10.3.1.1.1. By Value
    • 10.3.1.2. Market Share & Forecast
      • 10.3.1.2.1. By Offering
      • 10.3.1.2.2. By Deployment Mode
      • 10.3.1.2.3. By Vertical
  • 10.3.2. Colombia Secure Multiparty Computation (SMPC) Market Outlook
    • 10.3.2.1. Market Size & Forecast
      • 10.3.2.1.1. By Value
    • 10.3.2.2. Market Share & Forecast
      • 10.3.2.2.1. By Offering
      • 10.3.2.2.2. By Deployment Mode
      • 10.3.2.2.3. By Vertical
  • 10.3.3. Argentina Secure Multiparty Computation (SMPC) Market Outlook
    • 10.3.3.1. Market Size & Forecast
      • 10.3.3.1.1. By Value
    • 10.3.3.2. Market Share & Forecast
      • 10.3.3.2.1. By Offering
      • 10.3.3.2.2. By Deployment Mode
      • 10.3.3.2.3. By Vertical

11. Market Dynamics

• 11.1. Drivers
• 11.2. Challenges

12. Market Trends and Developments

• 12.1. Merger & Acquisition (If Any)
• 12.2. Product Launches (If Any)
• 12.3. Recent Developments

13. Company Profiles

• 13.1. Coinbase Global, Inc.
  • 13.1.1. Business Overview
  • 13.1.2. Key Revenue and Financials
  • 13.1.3. Recent Developments
  • 13.1.4. Key Personnel
  • 13.1.5. Key Product/Services Offered
• 13.2. Inpher, Inc.
• 13.3. Duality Technologies, Inc.
• 13.4. Cape Privacy, Inc.
• 13.5. IBM Corporation
• 13.6. Microsoft Corporation
• 13.7. Google LLC
• 13.8. NVIDIA Corporation

14. Strategic Recommendations

15. About Us & Disclaimer