#indirect-injection
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Prompt Injection in 2025: OpenAI vs. Broken Defenses
OpenAI's advisory on prompt injection landed the same week research showed adaptive attacks beat published defenses more than ninety percent of the time.
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Direct vs. Indirect Prompt Injection: Threats and Defenses
Direct and indirect prompt injection are fundamentally different attacks with different attack surfaces, threat actors, mitigations, and blast radius.
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Indirect Prompt Injection in RAG Pipelines: Patterns and Defenses
How retrieval surfaces become injection vectors, with attack patterns from production RAG systems and the chunking and sanitization defenses that help.
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LLM Prompt Injection: Taxonomy, Real Patterns, and Defenses
A technical breakdown of LLM prompt injection: direct, indirect, and agent-targeting variants, the attack patterns seen in the wild, and defenses that work.