核心AWS服务配合真实基础设施——RDS运行实际数据库,ElastiCache运行真实Redis,ECS启动实际Docker容器,Athena通过DuckDB执行真实SQL查询(需预先安装)。
The scale of findings reflects the power of combining rigorous engineering with new analysis tools for continuous improvement. We view this as clear evidence that large-scale, AI-assisted analysis is a powerful new addition in security engineers’ toolbox. Firefox has undergone some of the most extensive fuzzing, static analysis, and regular security review over decades. Despite this, the model was able to reveal many previously unknown bugs. This is analogous to the early days of fuzzing; there is likely a substantial backlog of now-discoverable bugs across widely deployed software.
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The science: Contested but consequential
Tripp Holiday 8登机箱
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