描述
包 装: 纸面精装是否套装: 否国际标准书号ISBN: 9787121485039丛书名: 人工智能前沿理论与技术应用丛书
内容简介
随着人工智能技术的高速发展和广泛应用，人工智能安全问题引发了人们的高度关注。本书介绍了人工智能安全的概念和范畴，并从理论技术、技术标准、产业生态、伦理、法律等不同角度分析了人工智能所涉及的安全问题及其治理策略和解决方法。除概述外，本书介绍了采用可信计算技术解决人工智能安全问题的方法，以及无人系统安全、基于类脑计算的强人工智能及其安全、智能制造和智能城市中的人工智能应用安全、网络安全、人工智能安全可控的产业生态建设、人工智能安全标准与风险评估预警、人工智能法律伦理。总体来说，本书既概要地分析了人工智能安全问题的一般属性，又从不同角度和不同的典型应用领域分析了人工智能系统中特别的安全问题及其风险评估、预测、治理途径和解决方法。
目 录
第 1 章 概述 ·················································································.1
1.1 人工智能的发展、应用及其安全性 ············································1
1.1.1 人工智能的发展···························································1
1.1.2 人工智能的应用···························································4
1.1.3 人工智能带来的安全问题···············································6
1.2 人工智能安全的范畴 ···························································.10
1.2.1 人工智能安全的范畴与特征·········································.10
1.2.2 人工智能安全的分类··················································.13
1.3 人工智能安全治理 ······························································.20
1.3.1 人工智能安全与技术标准············································.24
1.3.2 人工智能安全与法律··················································.25
1.3.3 人工智能安全伦理道德···············································.26
1.3.4 人工智能安全评估评测···············································.26
1.4 本章小结 ··········································································.26
参考文献 ················································································.27
本章执笔人 ·············································································.32
第 2 章 可信计算保障人工智能安全 ···················································33
2.1 可信计算技术 ····································································.34
2.1.1 可信计算简介 ···························································.34
2.1.2 可信计算相关技术·····················································.35
2.1.3 可信计算标准体系·····················································.38
2.2 基于可信计算构建安全可信的人工智能计算环境 ·······················.39
2.2.1 人工智能系统启动环境度量保护···································.41
2.2.2 人工智能系统运行环境度量保护···································.44
2.2.3 人工智能计算环境可信报告·········································.48
2.2.4 人工智能数据可信存储···············································.49
2.2.5 人工智能系统可信审计···············································.52
2.3 基于可信计算实现人工智能数据可信交互 ································.55
2.3.1 人工智能数据可信交互连接架构···································.55
2.3.2 人工智能数据可信交互过程·········································.58
2.4 本章小结 ··········································································.59
参考文献 ················································································.59
本章执笔人 ·············································································.60
第 3 章 无人系统安全 ·····································································61
3.1 无人驾驶安全 ····································································.61
3.1.1 无人驾驶安全研究概述···············································.61
3.1.2 现状与发展趋势························································.63
3.1.3 研究内容 ·································································.65
3.1.4 我国无人驾驶的人工智能安全方案和风险应对策略 ··········.79
3.2 多无人系统协同 ·································································.82
3.2.1 发展方向与进展························································.82
3.2.2 安全要素分析 ···························································.85
3.2.3 技术保障措施 ···························································.95
3.3 本章小结 ··········································································.98
参考文献 ················································································.99
本章执笔人 ·············································································101
第 4 章 基于类脑计算的强人工智能及其安全 ····································.102
4.1 概念界定及其技术实现途径 ··················································102
4.1.1 相关基本概念 ···························································102
4.1.2 关于强人工智能发展与实现的观点································106
4.1.3 基于类脑计算的强人工智能·········································107
4.2 时间预测及潜在安全问题分析 ···············································112
4.2.1 发展阶段预测 ···························································112
4.2.2 时间点预测 ······························································118
4.2.3 理论及技术研究阶段的潜在安全问题·····························121
4.2.4 应用阶段的潜在安全问题············································125
4.3 安全风险对策与风险预防策略研究 ·········································127
4.3.1 安全风险评估及风险对策研究·············
1.1 人工智能的发展、应用及其安全性 ············································1
1.1.1 人工智能的发展···························································1
1.1.2 人工智能的应用···························································4
1.1.3 人工智能带来的安全问题···············································6
1.2 人工智能安全的范畴 ···························································.10
1.2.1 人工智能安全的范畴与特征·········································.10
1.2.2 人工智能安全的分类··················································.13
1.3 人工智能安全治理 ······························································.20
1.3.1 人工智能安全与技术标准············································.24
1.3.2 人工智能安全与法律··················································.25
1.3.3 人工智能安全伦理道德···············································.26
1.3.4 人工智能安全评估评测···············································.26
1.4 本章小结 ··········································································.26
参考文献 ················································································.27
本章执笔人 ·············································································.32
第 2 章 可信计算保障人工智能安全 ···················································33
2.1 可信计算技术 ····································································.34
2.1.1 可信计算简介 ···························································.34
2.1.2 可信计算相关技术·····················································.35
2.1.3 可信计算标准体系·····················································.38
2.2 基于可信计算构建安全可信的人工智能计算环境 ·······················.39
2.2.1 人工智能系统启动环境度量保护···································.41
2.2.2 人工智能系统运行环境度量保护···································.44
2.2.3 人工智能计算环境可信报告·········································.48
2.2.4 人工智能数据可信存储···············································.49
2.2.5 人工智能系统可信审计···············································.52
2.3 基于可信计算实现人工智能数据可信交互 ································.55
2.3.1 人工智能数据可信交互连接架构···································.55
2.3.2 人工智能数据可信交互过程·········································.58
2.4 本章小结 ··········································································.59
参考文献 ················································································.59
本章执笔人 ·············································································.60
第 3 章 无人系统安全 ·····································································61
3.1 无人驾驶安全 ····································································.61
3.1.1 无人驾驶安全研究概述···············································.61
3.1.2 现状与发展趋势························································.63
3.1.3 研究内容 ·································································.65
3.1.4 我国无人驾驶的人工智能安全方案和风险应对策略 ··········.79
3.2 多无人系统协同 ·································································.82
3.2.1 发展方向与进展························································.82
3.2.2 安全要素分析 ···························································.85
3.2.3 技术保障措施 ···························································.95
3.3 本章小结 ··········································································.98
参考文献 ················································································.99
本章执笔人 ·············································································101
第 4 章 基于类脑计算的强人工智能及其安全 ····································.102
4.1 概念界定及其技术实现途径 ··················································102
4.1.1 相关基本概念 ···························································102
4.1.2 关于强人工智能发展与实现的观点································106
4.1.3 基于类脑计算的强人工智能·········································107
4.2 时间预测及潜在安全问题分析 ···············································112
4.2.1 发展阶段预测 ···························································112
4.2.2 时间点预测 ······························································118
4.2.3 理论及技术研究阶段的潜在安全问题·····························121
4.2.4 应用阶段的潜在安全问题············································125
4.3 安全风险对策与风险预防策略研究 ·········································127
4.3.1 安全风险评估及风险对策研究·············
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