https://dplabs.tech/tags/prompt-injection/ Recent content in Prompt-Injection on dplabs — Software Engineering & Technology Consultancy Hugo en-us Tue, 21 Apr 2026 00:00:00 +0000 https://dplabs.tech/blog/security-risks-ai-applications/ Tue, 21 Apr 2026 00:00:00 +0000 https://dplabs.tech/blog/security-risks-ai-applications/ <p>Integrating AI into applications introduces security risks that traditional application security doesn&rsquo;t address. Most security frameworks were designed for deterministic systems. LLMs are not deterministic — their outputs depend on inputs in ways that are difficult to predict, test, or constrain.</p> <p>This doesn&rsquo;t mean AI applications are inherently insecure. It means you need to think about security differently when LLMs are in the loop.</p> <h2 id="the-core-problem-llms-process-text-as-instructions">The Core Problem: LLMs Process Text as Instructions</h2> <p>In a conventional application, there&rsquo;s a clear distinction between code and data. A SQL injection attack tries to blur that boundary — to get user input interpreted as SQL commands. You prevent it by parameterizing queries, by treating user input as data rather than code.</p>