Privacy-Enhancing Computation Statistics and Facts

Introduction

Privacy-Enhancing Computation Statistics: The world is experiencing a rapid digital transformation, generating lots of data worldwide. Protecting the privacy of sensitive and personal information is important. Global companies rely on millions of data-driven strategies to solve complex challenges. In such cases, Privacy-Enhancing Computation (PEC) technology effectively ensures privacy to keep all data utilities stable without exposing information to unauthorized parties.

(Source: collidu.com)

PEC technology combines statistical techniques with advanced cryptographic solutions, such as multi-party computation, homomorphic encryption, differential privacy, and federated learning. This secure technology is now used in artificial intelligence, finance, and healthcare sectors.

This article includes several statistical analyses from different insights to help you understand the basic concepts, types, and applications of Privacy-Exploring Computation in the real world.

Editor’s Choice

• Precedence research reports show that the global market for privacy-enhancing computation (PEC) is expected to grow to USD 6.70 billion by the end of 2025, up from USD 4.40 billion in 2024.
• The market’s growth rate will grow by 19.85% from 2025 to 2034.
• As of 2024, the North American region had the largest PEC market share, 6%.
• Thus, the market value of privacy-enhancing computations in the United States of America will reach around USD 1.69 billion by 2025.
• Based on the product segment, the homomorphic encryption segment secured a share of 34%, while the Personal Data Store segment is supposed to grow at a CAGR of 32.9% from 2025 to 2034.
• Similarly, in 2024, the cloud-based segment type of PEC technology dominated the market by 67%, and the IT & telecom industry segment secured the largest market share of 33%.
• According to Gartner reports, by 2025, 50% of large businesses will use privacy-enhancing computation.
• An ISACA survey of 5,000 consumers across 19 countries stated that around 68% have become actively concerned about online privacy in recent years.
• Meanwhile, Cisco’s survey states that 76% of consumers stopped buying products and services from organizations that do not include data security.
• Enzuzo reports also stated that almost 73% of consumers prefer organisations that have successfully adopted privacy-enhancing computations, which allows them to create a stronger customer base.

General Privacy-Enhancing Computation Statistics

(Reference: precedenceresearch.com)

• The above graph represents the global market valuation of privacy-enhancing computation, which is expected to reach around 6.70 billion and is expected to reach USD 26.90 billion by the end of
• Precedence Research has predicted the market size of the PEC in the coming few years as 2026 (USD 8.90 billion), 2027 (USD 11.20 billion), 2028 (USD 13.40 billion), 2029 (USD 15.70 billion), 2030 (USD 17.90 billion), 2031 (USD 20.20 billion), 2032 (USD 22.40 billion), and 2033 (USD 24.70 billion).

(Reference: precedenceresearch.com)

• In the United States of America, the market value for privacy-enhancing computation will reach around USD 1.12 billion in 2024 and USD 1.69 billion by the end of 2025.
• The market is anticipated to grow at a CAGR of 19.92% from 2025 to 2034, resulting in a USD 6.84 billion market size.

Privacy-Enhancing Computation Market Share By Region

(Reference: precedenceresearch.com)

• The above image shows that, as of 2024, the North American region had the largest share, 36%, in the global market for privacy-enhancing computation.
• Meanwhile, Europe and Asia Pacific secured the next largest position with a share of 30% and 22%, respectively.
• This was followed by Latin America, which captured a PEC market share of 7%, and the Middle East and Africa, which captured 5%.

Adoption Statistics By Country

• Presedence Research analysis based on Privacy-Enhancing Computation Statistics reports that the United States captured the largest PEC user share, 40%, followed by Canada, which had only a 5% share in 2024.
• As per Fortune Business Insights reports, Germany holds the highest adopter share of 15%, while China secured a share of 8%.
• In the United Kingdom, privacy-enhancing computation holds an adoption share of 10%.

By Type

(Reference: precedenceresearch.com)

• As of 2024, based on the type segment, cloud-based privacy-enhancing computation technology was dominating the market, holding a share of 67%.
• Besides, the on-premises segment captures a share of 39% in the same period.

By Industry

IT and Telecommunication:

• Precedence Research analysis shows that the market size of IT and telco accounted for USD 1.1 billion, with a CAGR of 19.85% from 2025 to 2034.
• The market share of this industry is expected to capture 33% in 2024.
• Implementing PEC in this sector is primarily necessary to maintain data privacy regulations, handle cybersecurity threats, enable cloud-based solutions, and integrate technological advancements.

Healthcare:

• Similarly, the healthcare segment in privacy-enhancing computation in 2024 was USD 0.9 billion.
• The market’s annual growth rate will grow at a CAGR of 31.6% in the forecasted period.
• The healthcare market of privacy-enhancing computation captured a share of 21%.
• Verified Market reports stated that in 2025 the estimated annual cost of healthcare data breaches will be USD 13 billion.

BFSI:

• As mentioned in the market.us report, the BFSI (Banking, Financial Services, and Insurance) sector accounted for more than 30% of the market share in 2024.
• As the banking sector follows strict data privacy rules such as CCPA and GDPR, using PEC helps keep customers’ data secure and private.

Technology Used in Privacy-Enhancing Computation

Homomorphic encryption:

• The Precedence Research report stated that in 2024, the homomorphic encryption segment of Privacy-enhancing Computation secured a share of 34%.
• Research Nester reports further estimated that by the end of 2037, the homomorphic encryption segment is expected to make a market share of more than 35.2%.
• According to Market Research Future, the market valuation of homomorphic encryption accounted for USD 204 million in 2024.
• Meanwhile, the compound annual growth rate will grow by 6.10% from 2024 to 2032, resulting in USD 310 million.

Trusted execution environments:

• Fortune Business Insights’ survey stated that in 2024, the global market was valued at USD 13.33 billion.
• It is also estimated that the TEES market will grow to USD 24.24 billion by the end of 2025.
• The annual growth rate will reach a CAGR of 46.4% from 2025 to 2032.

Secure Multi-party computation:

• According to Markets and Markets reports, the global market for secure multi-party computation reached USD 824 million in 2024 and is estimated to grow to USD 1,412 million by 2029.
• The growth rate of SMPC will grow at a CAGR of 11.4% from 2025 to 2029.
• ABI Research also shows that the adoption of TEES has increased within industrial and Iot applications; thus, the shipment will grow to around 484 million by 2027 from 82.95 million in 2022.

Differential Privacy

• A survey by Fortune Business Insights elaborates that the worldwide data privacy software market will be valued at USD 3.84 billion in 2024.
• The market is estimated to grow around USD 45.13% by the end of 2032, with a CAGR of 35.5% from 2025 to 2032.
• Meanwhile, the United States is supposed to project the highest market valuation of USD 17,187.9 million by 2032.
• In 2024, the North American region captured the highest market valuation of USD 1.56 billion.

Personal data stores: Precedence Research further states that the personal data store segment is supposed to grow at a CAGR of 32.9% from 2025 to 2034.

Advantages and Disadvantages

(Source: walkme.com)

Advantages:

• Data privacy: PEC technology allows organizations to protect sensitive data while collecting important information.
• Secure collaboration: They allow different parties to collaborate on data analysis, projects, and research without exposing private information.
• Risk Mitigation: PEC helps protect sensitive data and avoid huge fines by providing advanced data protection during the overall process.

Disadvantages:

• Computational Overhead: PEC requires higher computing power to encrypt, which may slow the overall process and increase the closings.
• Complexity: Any mistake in implementing the PEC techniques can lead to private data breaches and vulnerabilities.
• Compatibility: PEC approaches are not always compatible with all software and systems; thus, several updates are mandatory before implementing PEC.
• Scalability: PEC users are huge, so PEC methods may not scale well or take long loading times, resulting in several challenges.

Conclusion

Privacy-enhancing computation (PEC) is a new technology in today’s digital world that helps balance privacy with data use. This technology allows data to be processed safely without revealing any private information. Because of this, PEC is changing how different industries manage, analyse, and share data safely and responsibly.

Improvements in homomorphic encryption and secure multi-party computation will make PEC even better and easier to use. Ultimately, PEC is very important for keeping data private and secure. Many industries worldwide are expected to start using this technology in the future.