Generative AI security-II
Prompt injection defenses must be operational. Treating LLMs as untrusted components exposes controls needed for policy, cost, and audit. Build gateway guardrails before scaling AI features.
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Recreating Gandalf by Lakera
Prompt injection becomes obvious in Lakera’s Gandalf game. System prompts alone fail once user text is treated as trusted context. Test reinjection paths to design safer LLM interactions.
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LLM security starts with prompt trust boundaries. Prompt injection and multimodal inputs bypass instruction-only defenses. Add controls on inputs, tools, and outputs to reduce exploitability.
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