包邮人工智能安全

第 1 章 概述 ·················································································.11.1 人工智能的发展、应用及其安全性 ············································11.1.1 人工智能的发展···························································11.1.2 人工智能的应用···························································41.1.3 人工智能带来的安全问题···············································61.2 人工智能安全的范畴 ···························································.101.2.1 人工智能安全的范畴与特征·········································.101.2.2 人工智能安全的分类··················································.131.3 人工智能安全治理 ······························································.201.3.1 人工智能安全与技术标准············································.241.3.2 人工智能安全与法律··················································.251.3.3 人工智能安全伦理道德···············································.261.3.4 人工智能安全评估评测···············································.261.4 本章小结 ··········································································.26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·············