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English(EN) Large Language Models (LLMs) and Generative AI in Cybersecurity and Privacy: A Survey of Dual-Use Risks, AI-Generated Malware, Explainability, and Defensive Strategies

调查详述LLMs在网络安全与隐私中的双重用途风险

作者 PulseAugur 编辑部 · [3 个来源] ·

一篇新的调查论文详述了大型语言模型（LLMs）和生成式AI在网络安全与隐私中的双重用途风险。该论文强调了这些技术如何被用于先进的防御机制，如实时威胁检测和安全代码生成，以及复杂的攻击，包括AI生成的恶意软件。论文指出，LLM生成的恶意软件显著增加，估计到2025年将占已检测威胁的50%。该研究综合了70多篇文献的见解，并为负责任的部署提供了建议，例如模型水印和对抗性防御。 AI

影响 强调了先进的安全框架和负责任的AI部署对于应对不断演变的人工智能驱动的网络威胁至关重要。

排序理由 该集群包含一篇在arXiv上发表的调查论文，其中详述了研究发现和建议。

在 arXiv cs.CL 阅读 →

AI 生成摘要 · Google Gemini · 来自 3 个来源。 我们如何撰写摘要 →

调查详述LLMs在网络安全与隐私中的双重用途风险

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报道来源 [3]

  1. arXiv cs.AI TIER_1 English(EN) · Kiarash Ahi, Saeed Valizadeh ·

    大型语言模型（LLMs）与生成式AI在网络安全与隐私中的应用：双重用途风险、AI生成恶意软件、可解释性及防御策略调查

    arXiv:2607.06963v1 Announce Type: cross Abstract: Large Language Models (LLMs) and generative AI (GenAI) systems, such as ChatGPT, Claude, Gemini, LLaMA, Copilot, Stable Diffusion by OpenAI, Anthropic, Google, Meta, Microsoft, Stability AI, respectively, are revolutionizing cyber…

  2. arXiv cs.CL TIER_1 English(EN) · Saeed Valizadeh ·

    网络安全与隐私中的大型语言模型（LLMs）和生成式AI：双重用途风险、AI生成恶意软件、可解释性及防御策略调查

    Large Language Models (LLMs) and generative AI (GenAI) systems, such as ChatGPT, Claude, Gemini, LLaMA, Copilot, Stable Diffusion by OpenAI, Anthropic, Google, Meta, Microsoft, Stability AI, respectively, are revolutionizing cybersecurity, enabling both automated defense and soph…

  3. Hugging Face Daily Papers TIER_1 English(EN) ·

    网络安全与隐私中的大型语言模型（LLMs）和生成式AI：双重用途风险、AI生成恶意软件、可解释性及防御策略调查

    Large Language Models (LLMs) and generative AI (GenAI) systems, such as ChatGPT, Claude, Gemini, LLaMA, Copilot, Stable Diffusion by OpenAI, Anthropic, Google, Meta, Microsoft, Stability AI, respectively, are revolutionizing cybersecurity, enabling both automated defense and soph…

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