AI Security Podcast Innovating Security Practices with AI
Feb 2, 2024
Topics discussed include: custom AI agents, prompt engineering, data loss prevention, artificial general intelligence (AGI), AI's role in data and API security, risks of prompt engineering, and the latest innovations in AI security.
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Custom Cloud Security Agent
- Caleb built "Cloud Guardian", a custom cloud security AI agent, using Cloud Security Podcast transcripts.
- He's seeking feedback from security professionals on its efficacy and data relevance issues.
Custom AI Agents and RAG
- Custom AI agents are personalized GPT versions, essentially wrappers around GPT's custom instructions and RAG.
- RAG (Retrieval Augmented Generation) uses a vector database to store and retrieve data for LLM augmentation, not fine-tuning.
Security Risks of Custom Agents
- Enterprises should implement controls to prevent employees from uploading confidential data into custom AI agents.
- Public links for querying these agents pose a data leakage risk, similar to sharing confidential docs via Dropbox.