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Beyond Guardrails: Defending LLMs Against Sophisticated Attacks

The Data Exchange with Ben Lorica

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Navigating AI Model Security

This chapter explores the complexities of proprietary versus open weights models in relation to prompt injection vulnerabilities and the importance of deployment control. It discusses the geopolitical implications and security concerns for enterprises sourcing AI models, particularly those from sensitive regions. Additionally, it highlights potential vulnerabilities in on-premises installations and the necessity of careful model selection to mitigate security risks.

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