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But the automatic scan is just the first layer. When it flags something as suspicious or when a user wants to investigate a page further, Muninn offers a deeper scan that analyzes a screenshot of the page. Where the automatic scan is optimized for precision (keeping false alarms low so it doesn't disrupt your browsing), the deep scan is optimized for coverage. When we ran the full dataset through the deep scan, it caught every single confirmed phishing site with zero false negatives. The tradeoff is that it flagged all 9 of the legitimate sites in our dataset as suspicious, which is worth it when you're actively investigating a link you don't trust. The way to think about it is that the automatic scan is your always-on safety net that stays out of your way, and the deep scan is the cautious second opinion that would rather be wrong about a safe page than let a phishing page through.
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2024年6月22日，刘震云（中）与沙特阿拉伯王国的书法家阿卜杜勒阿泽兹在第30届北京图博会上交流 图/视觉中国
Названо число отправившихся на СВО фигурантов уголовных дел15:00。业内人士推荐PDF资料作为进阶阅读
Манекенщицы в нарядах из стульев появились на Неделе модыМанекенщицы в нарядах из стульев появились на Неделе моды в Париже
The team made a computer program that converts a 3D model into the flat, grid-like version, to which a pull-cord is attached. The work was described in a paper published in December.，更多细节参见PDF资料