第 1 章 概述 ·················································································.11.1 人工智能的發(fā)展、應用及其安全性 ············································11.1.1 人工智能的發(fā)展···························································11.1.2 人工智能的應用···························································41.1.3 人工智能帶來的安全問題···············································61.2 人工智能安全的范疇 ···························································.101.2.1 人工智能安全的范疇與特征·········································.101.2.2 人工智能安全的分類··················································.131.3 人工智能安全治理 ······························································.201.3.1 人工智能安全與技術標準············································.241.3.2 人工智能安全與法律··················································.251.3.3 人工智能安全倫理道德···············································.261.3.4 人工智能安全評估評測···············································.261.4 本章小結 ··········································································.26第 1 章 概述 ·················································································.1 1.1 人工智能的發(fā)展、應用及其安全性 ············································1 1.1.1 人工智能的發(fā)展···························································1 1.1.2 人工智能的應用···························································4 1.1.3 人工智能帶來的安全問題···············································6 1.2 人工智能安全的范疇 ···························································.10 1.2.1 人工智能安全的范疇與特征·········································.10 1.2.2 人工智能安全的分類··················································.13 1.3 人工智能安全治理 ······························································.20 1.3.1 人工智能安全與技術標準············································.24 1.3.2 人工智能安全與法律··················································.25 1.3.3 人工智能安全倫理道德···············································.26 1.3.4 人工智能安全評估評測···············································.26 1.4 本章小結 ··········································································.26 參考文獻 ················································································.27 本章執(zhí)筆人 ·············································································.32 第 2 章 可信計算保障人工智能安全 ···················································33 2.1 可信計算技術 ····································································.34 2.1.1 可信計算簡介 ···························································.34 2.1.2 可信計算相關技術·····················································.35 2.1.3 可信計算標準體系·····················································.38 2.2 基于可信計算構建安全可信的人工智能計算環(huán)境 ·······················.39 2.2.1 人工智能系統(tǒng)啟動環(huán)境度量保護···································.41 2.2.2 人工智能系統(tǒng)運行環(huán)境度量保護···································.44 2.2.3 人工智能計算環(huán)境可信報告·········································.48 2.2.4 人工智能數據可信存儲···············································.49 2.2.5 人工智能系統(tǒng)可信審計···············································.52 2.3 基于可信計算實現人工智能數據可信交互 ································.55 2.3.1 人工智能數據可信交互連接架構···································.55 2.3.2 人工智能數據可信交互過程·········································.58 2.4 本章小結 ··········································································.59 參考文獻 ················································································.59 本章執(zhí)筆人 ·············································································.60 第 3 章 無人系統(tǒng)安全 ·····································································61 3.1 無人駕駛安全 ····································································.61 3.1.1 無人駕駛安全研究概述···············································.61 3.1.2 現狀與發(fā)展趨勢························································.63 3.1.3 研究內容 ·································································.65 3.1.4 我國無人駕駛的人工智能安全方案和風險應對策略 ··········.79 3.2 多無人系統(tǒng)協(xié)同 ·································································.82 3.2.1 發(fā)展方向與進展························································.82 3.2.2 安全要素分析 ···························································.85 3.2.3 技術保障措施 ···························································.95 3.3 本章小結 ··········································································.98 參考文獻 ················································································.99 本章執(zhí)筆人 ·············································································101 第 4 章 基于類腦計算的強人工智能及其安全 ····································.102 4.1 概念界定及其技術實現途徑 ··················································102 4.1.1 相關基本概念 ···························································102 4.1.2 關于強人工智能發(fā)展與實現的觀點································106 4.1.3 基于類腦計算的強人工智能·········································107 4.2 時間預測及潛在安全問題分析 ···············································112 4.2.1 發(fā)展階段預測 ···························································112 4.2.2 時間點預測 ······························································118 4.2.3 理論及技術研究階段的潛在安全問題·····························121 4.2.4 應用階段的潛在安全問題············································125 4.3 安全風險對策與風險預防策略研究 ·········································127 4.3.1 安全風險評估及風險對策研究·············