Gartner Insights Abstract

生成式人工智能对首席信息安全官及其团队的四大影响

Published: 09 January 2024

Summary

生成式人工智能(GenAI)未来将如何塑造众多业务流程?ChatGPT和大语言模型(LLM)给出了一些早期迹象。安全和风险管理领导者,特别是首席信息安全官(CISO)及其团队,需要确保企业机构构建和使用GenAI的安全性,并把握好GenAI对网络安全的影响。

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概述

影响
  • 安全和风险管理市场中,过于乐观的生成式人工智能(GenAI)公告迅速增加,有望推动安全团队大大提高生产率和准确度,但也可能会造成浪费、引发失望。

  • 大语言模型(LLM)等GenAI应用用于商业实验,或不经管理、由员工随意使用,会给个人隐私、敏感数据和企业机构知识产权(IP)带来新的攻击面和风险。

  • 很多企业机构急于利用现有知识产权开发自有GenAI应用,这对AI应用安全提出了新要求。

  • 攻击者会利用GenAI,创建看起来更真实的内容和网络钓鱼诱饵,并大规模假冒他人作恶。攻击者利用GenAI成功实施更为复杂攻击的概率,仍存在不确定性,解决这一问题需要制定更灵活的网络安全路线图。

建议

为应对GenAI对企业机构安全项目的各种影响,首席信息安全官(CISO)及其团队应:

  • 启动“生成式网络安全AI”实验,从安全运营中心(SOC)和应用安全聊天助手开始入手。

  • 与积极关注GenAI的部门(例如法务、合规和业务线)合作,制定用户守则、安排培训和指导。这有助于最大限度地减少未经许可的GenAI使用,并降低隐私和版权被侵犯的风险。

  • 在利用LLMGenAI开发新的官方应用或使用新的第三方应用时,积极采用AI信任、风险和安全管理(AI TRiSM)框架。

  • 优化针对不可预测威胁暴露情况的评估方法,并衡量控制措施效果的变化,因为恶意行为者是否以及如何运用GenAI是难以预测的。

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