LLM Production Podcast Summaries

6 - Security and Privacy | Itamar Golan (Prompt Security)

LangTalks

Aug 7, 2023

Integrating LLMs into production requires a total rethink of legacy security. This briefing explores how to mitigate risks like prompt injection, data leakage, and toxic outputs while maintaining the velocity that LLM-driven applications demand.

Key insight: The emergence of LLM-as-orchestrator means traditional pattern matching and heuristic-based security tools are insufficient; we must now secure the 'outbound' flow as rigorously as the inbound.