Prompt Injection in Production: Real Attack Patterns
Prompt injection in production goes far beyond 'ignore previous instructions.' The real threat is trust inheritance in RAG pipelines, and better retrieval makes it worse.
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Ai-security
SQL Injection and XSS in AI-Generated Code: Why LLMs Keep Failing
AI-generated code introduces SQL injection and XSS vulnerabilities not randomly, but predictably based on prompt structure. Here's what the data shows and what to do about it.
Read more →SQL injection e XSS em código gerado por IA: por que o modelo erra sempre do mesmo jeito
Código gerado por IA introduz SQL injection e XSS de forma previsível, não aleatória. O padrão está na estrutura do prompt, não no que o modelo sabe ou não sabe.
Read more →Red-Teaming System Prompts Against Injection Before Ship
System prompt red-teaming usually focuses on adversarial users, but your RAG pipeline is often the bigger threat. Here's how to test both before shipping.
Read more →Prompt Injection in Production: Real Attack Patterns
Prompt injection is OWASP's #1 LLM risk in 2025. This article breaks down the production attack patterns that textbook defenses miss, including trust transitivity in agentic tool chains.
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