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Arif Mughal

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#OWASP Top 10 for LLM Applications

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AI Security

Prompt Injection Is a Data Problem, Not a Model Problem

Indirect prompt injection arrives through the documents, email, web pages and tool results an AI system reads, not through the user. OWASP's 2026 Top 10 now says no reliable prevention exists and that defence is architectural. This article explains where injected instructions enter, what model-level defences can and cannot do, and the trust boundaries on data that still hold when the model is fooled.

10 min read