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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在深邃的海底世界,章鱼是当之无愧的“伪装大师”。当它游过珊瑚礁时,皮肤几乎在瞬间就能从米色变得灰褐,质感也从光滑变得粗糙,与周围岩石的纹理和色彩“完美融合”。人工材料能否像章鱼一样,拥有魔术般的“变装”能力?近日,《自然》杂志发表了美国斯坦福大学研究团队的一项新成果,受章鱼、乌贼等头足类动物启发,团队开发出一种新型聚合物材料,首次实现在单一器件上对表面视觉纹理和结构色彩的独立、动态调控。这项技术有望为动态伪装、自适应显示、智能建筑以及互动艺术等领域,提供全新的解决方案。