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Prompt injection

Adversarial inputs that turn a helpful LLM into a confused deputy — and the data exfiltration paths they open.

AI Security

Prompt injection in production: how to defend what you've shipped

What EchoLeak actually showed, what the lethal trifecta actually is, and how your defense posture should change by architecture tier. Grounded in 2025 Microsoft, Google, and OWASP research.

11 min read