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随着自然语言处理（NLP）技术在电子邮件安全领域的广泛应用，基于语义分析和上下文理解的检测模型已成为抵御网络钓鱼攻击的核心防线。然而，威胁行为者正迅速适应这一技术变革，开发出针对性的对抗性攻击手段。本文基于KnowBe4威胁情报团队对40起新兴攻击案例的深度分析，系统研究了“噪声注入”（Noise Injection）这一新型混淆技术。该技术通过在恶意邮件底部追加大量良性文本、合法链接及HTML换 ...

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Model selection, infrastructure sizing, vertical fine-tuning and MCP server integration. All explained without the fluff. Why Run AI on Your Own Infrastructure? Let’s be honest: over the past two ...