用於改善隱私和安全計算的各種技術

本報告考察了隱私增強和安全計算的各種技術的市場，包括各種技術和解決方案的概述、市場影響因素和市場機會的分析以及主要供應商的分析。

報告的優點：

• 了解用於保護隱私和機密性的各種安全技術的商業演變
• 確定各種隱私增強技術 (PET) 和機密計算 (CC) 成熟的現實時間表
• 確定 PET 和 CC 的目標市場和商業模式

關鍵問題的答案：

• 使用哪些安全技術來確保機密性和隱私？
• 哪些供應商提供 PET 和 CC 服務以及他們如何提供這些服務？
• PET 和 CC 的市場機會有哪些？

研究亮點：

• 目前市面上可用的 PET 和 CC 解決方案的概要視圖
• PET 與 CC 供應商生態系概覽
• 各種 PET 和 CC 技術的 TAM

目錄

• 技術概述
• 多方計算
• 同態加密
• 差異隱私
• 零知識證明
• 綜合數據
• 聯邦學習
• TEE（可信任執行環境）
• CC（機密計算）
• TPM（可信任平台模組）
• HSM（硬體安全模組）
• 加密金鑰管理與公鑰基礎設施
• 分散式帳本技術
• 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