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cover of episode Securing the Black Box: OpenAI, Anthropic, and GDM Discuss

Securing the Black Box: OpenAI, Anthropic, and GDM Discuss

2024/5/6
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J
Jason Clinton
J
Joel de la Garza
M
Matt Knight
V
Vijay Bolina
主
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专注于电动车和能源领域的播客主持人和内容创作者。
Topics
Matt Knight：大型语言模型在安全领域具有巨大潜力，可以提高效率并克服资源限制，但需要在开发前建立安全控制措施，并关注国家行为者的威胁。OpenAI 积极利用大型语言模型来增强自身安全防御，例如自动化安全操作、改进漏洞赏金计划等，并通过开源项目回馈社区。 Jason Clinton：大型语言模型可以用于改进软件模糊测试、第三方依赖项审查等，但其应用会随着模型能力的提升而不断变化。提示注入是需要关注的重要风险，企业需要在部署AI模型时部署信任和安全系统，并利用AI来防御提示注入攻击。 Vijay Bolina：大型语言模型在防御方面比攻击方面应用更广泛，但需要关注其在恶意活动中的潜在应用，例如网络攻击和选举干预。Google 积极参与开源安全，并投资于研究大型语言模型的安全和隐私风险，以及如何将这些技术应用于各种产品。 Joel de la Garza：企业应该利用大型语言模型来提高员工效率和生产力，但需要关注数据泄露和权限过大的风险。企业在部署AI系统时，首先需要考虑AI系统在其数据流和基础设施中的位置，并采取相应的安全措施。

Deep Dive

Chapters
The episode introduces the rapid progress of AI and its impact on security, featuring insights from security leaders at OpenAI, Anthropic, and Google DeepMind.
  • AI brings new attack vectors and defense strategies.
  • Nation-state actors are already abusing AI platforms.
  • Prompt engineering is a new area of concern.

Shownotes Transcript

Human nature fears the unknown, and with the rapid progress of AI, concerns naturally arise. Uncanny robocalls, data breaches, and misinformation floods are among the worries. But what about security in the era of large language models?

In this episode, we hear from security leaders at OpenAI, Anthropic, and Google DeepMind. Matt Knight, Head of Security at OpenAI, Jason Clinton, CISO at Anthropic, and Vijay Bolina, CISO at Google DeepMind, are joined by Joel de la Garza, operating partner at a16z and former chief security officer at Box and Citigroup.

Together, they explore how large language models impact security, including changes in offense and defense strategies, misuse by nation-state actors, prompt engineering, and more. In this changing environment, how do LLMs transform security dynamics? Let's uncover the answers.

 

Resources:

Find Joel on LinkedIn: https://www.linkedin.com/in/3448827723723234/)

Find Vijay Bolina on Twitter: https://twitter.com/vijaybolina)

Find Jason Clinton on Twitter: https://twitter.com/JasonDClinton)

Find Matt Knight  on Twitter: https://twitter.com/embeddedsec)

 

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Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.