用于改善隐私和安全计算的各种技术

本报告考察了隐私增强和安全计算的各种技术的市场，包括各种技术和解决方案的概述、市场影响因素和市场机会的分析以及主要供应商的分析。

报告的优点：

• 了解用于保护隐私和机密性的各种安全技术的商业演变
• 确定各种隐私增强技术 (PET) 和机密计算 (CC) 成熟的现实时间表
• 确定 PET 和 CC 的目标市场和商业模式

关键问题的答案：

• 使用哪些安全技术来确保机密性和隐私？
• 哪些供应商提供 PET 和 CC 服务以及他们如何提供这些服务？
• PET 和 CC 的市场机会有哪些？

研究亮点：

• 目前市面上可用的 PET 和 CC 解决方案的概要视图
• PET 与 CC 供应商生态系概览
• 各种 PET 和 CC 技术的 TAM

目录

• 技术概述
• 多方计算
• 同态加密
• 差异隐私
• 零知识证明
• 综合数据
• 联邦学习
• TEE（可信任执行环境）
• CC（机密计算）
• TPM（可信任平台模组）
• HSM（硬体安全模组）
• 加密金钥管理与公钥基础设施
• 分散式帐本技术
• 分析
• 摘要

Actionable Benefits:

• Understand commercial developments of different security technologies being leveraged for privacy and confidentiality
• Determine a realistic timeline for maturity of various Privacy Enhancing Technologies (PETs) and Confidential Computing (CC).
• Identify target markets and business models for delivery of PET and CC.

Critical Questions Answered:

• What types of security technologies are being leveraged for confidentiality and privacy?
• Which vendors are offering PET and CC services and how are they delivering them?
• What is the market opportunity for PET and CC?

Research Highlights:

• High-level view of PET and CC solutions currently available on the market.
• PET and CC vendor ecosystem snapshot.
• Total Addressable Market (TAM) for various PET and CC technologies.

Who Should Read This?

• Artificial Intelligence (AI)/Machine Learning (ML) developers to understand how to implement privacy and confidentiality.
• Silicon Intellectual Property (IP) and semiconductor manufacturers to develop appropriate underlying secure hardware.
• PET and CC vendors to forge partnerships for integration and interoperability.
• Regulators and standards development organizations in order to assess technology specification maturity.

Table of Contents

• Introduction
• Technology Overview
• Multi-Party Computation
• Homomorphic Encryption
• Differential Privacy
• Zero-Knowledge Proof
• Synthetic Data
• Federated Learning
• Trusted Execution Environment
• Confidential Computing
• Trusted Platform Module
• Hardware Security Module
• Encryption Key Management & Public Key Infrastructure
• Distributed Ledger Technology
• Analysis
• Summary