Magika 选择了一条完全不同的道路——它使用轻量级深度学习模型来理解文件本身的特征。模型虽小（仅几兆字节），但在数百万个样本上训练而成，能在 单个 CPU 上高速运行，无需 GPU 支持。

Russian hackers use fake CAPTCHA tests to spread dangerous malware targeting governments and journalists. Learn how to protect yourself from these deceptive attacks.

谷歌正式发布了 Magika 1.0 ，一款由 AI 驱动的开源文件类型检测系统。这款工具已在 Gmail 、 Drive 和 SafeBrowsing 等谷歌核心服务中广泛应用，如今面向全球开发者开放，标志着文件识别技术迈入新纪元。Magika 的出现，不仅是一次性能升级，更像是文件识别领域的一场“换引擎”革命，尤其在 网络安全 和 数据管理 领域具有重要意义。

Google has seen several new and interesting ways in which malware has been leveraging artificial intelligence.

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Google has discovered a new breed of AI-powered malware that uses large language models (LLMs) during execution to ...