目录 CONTENTS
1.历史漏洞回顾……………………………………………………………4
1.1漏洞数量逐年显著增长…………………………………………………4
1.2漏洞数量逐年显著增长…………………………………………………5
1.2.1漏洞数量逐年显著增长……………………………………………………………8
1.2.2漏洞数量逐年显著增长……………………………………………………………9
2.漏洞利用情况……………………………………………………………4
2.1典型漏洞攻击事件监测举例……………………………………………4
2.2实际攻击中常用到Nday漏洞……………………………………………5
3.漏洞发展趋势……………………………………………………………4
3.1浏览器漏洞种类复杂多样……………………………………………4
3.2文档类型漏洞是鱼叉攻击的重要载体……………………………………5
0 执行摘要 摘要……………………………………………………………………… ....................................................................................................1 2
1 安全运营发展背景与趋势..........................................................................3
2 智能安全运营的挑战.................................................................................7
2.1 数据接入:数据膨胀与系统瓶颈................................................................................ 8
2.2 数据融合:多源异构与本体建模................................................................................ 9
2.3 线索发现:召回模型与高误报率.............................................................................. 10
2.4 事件推理:语义模糊与依赖爆炸.............................................................................. 11
2.5 人机协同:黑盒模型与低质交互.............................................................................. 12
2.6 智能引擎:攻击失效与数据风险.............................................................................. 12
3 AISecOps 智能安全运营技术体系...........................................................14
3.1 AISecOps 核心内涵.................................................................................................. 15
3.2 AISecOps 指标体系.................................................................................................. 16
AISecOps 智能安全运营技术白皮书
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目录 CONTENTS
3.3 AISecOps 数据分类.................................................................................................. 17
3.4 AISecOps 技术框架 ................................................................................................. 18
3.5 AISecOps 技术成熟度矩阵......................................................