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LLM05:2025 – Improper Output Handling in LLM Applications: A Business Risk Executive Leaders Must Not Ignore

17 June 2025 by Krishna

At its core, Improper Output Handling refers to inadequate validation, sanitisation, and management of outputs generated by large language models before those outputs are passed downstream—whether to user interfaces, databases, APIs, third-party services, or even human recipients.

Categories Information Security Tags AI application security, AI risk management, business impact LLM security, CISO LLM strategy, CSRF from LLM output, executive risk mitigation LLM, Generative AI Security, Improper Output Handling, large language model risks, LLM attack vectors, LLM cybersecurity, LLM exploitation examples, LLM misuse case studies, LLM output encoding, LLM security best practices, LLM vulnerabilities, output sanitisation, OWASP Top 10 for LLMs, prompt engineering security, prompt injection attack, Remote Code Execution LLM, secure LLM integration, secure prompt engineering, SSRF LLM risks, XSS via LLM Leave a comment

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