セキュアマルチパーティコンピューティング市場- 世界の産業規模、シェア、動向、機会、予測、オファリング別、展開モード別、業界別、地域別、競合別、2020年～2030年予測

セキュアマルチパーティコンピューティング（SMPC）の世界市場規模は2024年に8億1,104万米ドル、2030年のCAGRは11.28%で2030年には15億3,976万米ドルに達すると予測されます。

セキュアマルチパーティコンピューティングの世界市場は、複数の当事者が互いに入力を明らかにすることなく、入力に対する関数を共同で計算することを可能にする暗号プロトコルを中心に展開されます。

金融、ヘルスケア、防衛など、データの機密性とプライバシーが最重要視される産業では、この先進的技術が不可欠です。セキュアマルチパーティコンピューティングは、リスク分析、不正行為の検出、調査研究などの計算を共同で行うことを可能にしながら、機密データを確実に保護します。データ漏洩、GDPRのような規制、複雑化するサイバー脅威に対する懸念が高まる中、企業はセキュアマルチパーティコンピューティングのような暗号化ソリューションを優先しています。

世界のセキュアマルチパーティコンピューティング市場の成長は、データプライバシーに関する懸念の高まり、安全なデータ共有に対するニーズの高まり、分散型アプリケーションやブロックチェーンアプリケーションの採用拡大が原動力となっています。ビジネスがデジタルエコシステムへとシフトする中、組織間や部門間で安全かつ協調的な計算を行う要件が重要になっています。人工知能、機械学習、ビッグデータ分析の拡大により、セキュアマルチパーティコンピューティングの需要はさらに加速しています。これらの技術は、多くの場合、大規模で機密性の高いデータセットへのアクセスを必要とするからです。企業はSMPCを採用することで、データの完全性や規制コンプライアンスを損なうことなく、プライバシーを保護した計算を可能にしています。

世界のセキュアマルチパーティコンピューティング市場は、暗号研究の進歩と技術プロバイダからの投資の増加により、大きな成長が見込まれています。プライバシーを強化する技術の台頭と、セキュリティベンダーと産業参入企業の戦略的提携が相まって、SMPCソリューションの採用が各セグメントで促進されています。さらに、クラウドコンピューティング、マルチクラウドの導入、ハイブリッドワークモデルの普及により、セキュアな計算プロトコルの必要性が高まっています。企業がデータ保護を優先し続ける中、セキュアマルチパーティコンピューティングはセキュアなコラボレーションを実現する鍵となり、予測期間中の市場成長を持続させると考えられます。

主要市場促進要因

データプライバシーと機密性に対する懸念の高まり

主要市場課題

セキュアマルチパーティコンピューティングの世界市場における高い計算複雑性とパフォーマンスのボトルネック

主要市場動向

セキュアマルチパーティコンピューティングと人工知能と機械学習の統合

目次

第1章 ソリューション概要

• 市場の定義
• 市場の範囲
  • 対象市場
  • 調査対象年
  • 主要市場セグメンテーション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 顧客の声

第5章 世界のセキュアマルチパーティコンピューティング市場展望

• 市場規模・予測
  • 金額別
• 市場シェア・予測
  • オファリング別（ソリューション、サービス）
  • 展開モード別（クラウドベース、オンプレミス）
  • 業界別（BFSI、ヘルスケア、小売・eコマース、IT・ITES、政府機関、その他）
  • 地域別（北米、欧州、南米、中東・アフリカ、アジア太平洋）
• 企業別（2024年）
• 市場マップ

第6章 北米のセキュアマルチパーティコンピューティング市場展望

• 市場規模・予測
• 市場シェア・予測
• 北米：国別分析
  • 米国
  • カナダ
  • メキシコ

第7章 欧州のセキュアマルチパーティコンピューティング市場展望

• 市場規模・予測
• 市場シェア・予測
• 欧州：国別分析
  • ドイツ
  • フランス
  • 英国
  • イタリア
  • スペイン

第8章 アジア太平洋のセキュアマルチパーティコンピューティング市場展望

• 市場規模・予測
• 市場シェア・予測
• アジア太平洋：国別分析
  • 中国
  • インド
  • 日本
  • 韓国
  • オーストラリア

第9章 中東・アフリカのセキュアマルチパーティコンピューティング市場展望

• 市場規模・予測
• 市場シェア・予測
• 中東・アフリカ：国別分析
  • サウジアラビア
  • アラブ首長国連邦
  • 南アフリカ

第10章 南米のセキュアマルチパーティコンピューティング市場展望

• 市場規模・予測
• 市場シェア・予測
• 南米：国別分析
  • ブラジル
  • コロンビア
  • アルゼンチン

第11章 市場力学

• 促進要因
• 課題

第12章 市場動向と発展

• 合併と買収
• 製品上市

第13章 企業プロファイル

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

第14章 戦略的提言

第15章 調査会社について・免責事項

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