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Data Privacy & Privacy Enhancing Technologies

Publisher HHeuristics
Published Oct 21, 2025
Length 22 Pages
SKU # HHE20489507

Description

Explores the rapid commercialization of PETs to balance data utility with compliance. Evaluates emerging solutions in federated AI training, zero-knowledge proofs, and secure multi-party computation. Provides a market valuation through 2030 and benchmarks vendor offerings across Europe, North America, and APAC. Emphasizes the integration of privacy-preserving AI into regulated industries and how enterprise adoption reduces data breach risk and regulatory penalties.
Investigates the adoption of privacy-enhancing technologies (PETs) to enable compliant AI and secure data collaboration, including federated learning, encryption, and differential privacy.

Table of Contents

22 Pages
Executive Summary
1. Evolution of Data Privacy Regulation (Post-GDPR Era)
2. Market Landscape of Privacy Enhancing Technologies
3. Differential Privacy, Federated Learning, and Homomorphic Encryption
4. PETs in Finance, Healthcare, and Public Sector
5. Investment Outlook and Vendor Analysis
6. Integration with AI Governance and Compliance Frameworks
7. Strategic Recommendations for Enterprise Adoption
Appendix – Use Cases and Technical Comparisons

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