Large Language Model Operations (LLMOps) refers to the processes and practices involved in deploying, managing, and scaling large language models (LLMs) in a production environment. As AI technologies become increasingly integrated into our digital infrastructure, the security of these models and their associated data has become a matter of paramount importance.

• Data privacy
• Potential misuse
• Vulnerability to attacks
• Integrity and effectiveness of LLMOps

For instance, a large language model used for sentiment analysis in a social media platform could potentially be manipulated by malicious actors to spread misinformation or propaganda. If the model is not properly secured, it could lead to serious consequences such as loss of trust in the platform and damage to its reputation.

• The security threats of jailbreaking LLMs