LLM Service Component
The LLM Service is the core component that processes queries and generates responses. It's responsible for understanding context, generating appropriate outputs, and maintaining coherence across interactions.
Component Overview
The LLM Service is the heart of the system, containing the actual language model that processes user inputs and generates responses. This component may include various models with different capabilities and security constraints.
Vulnerabilities in the LLM Service can lead to sensitive information disclosure, generation of misinformation, and excessive agency where the model takes actions beyond its intended scope.
Related Vulnerabilities
Sensitive Information Disclosure
Sensitive information can affect both the LLM and its application context. This includes personal identifiable information (PII), financial details, health records, confidential business data, security credentials, and legal documents.
Excessive Agency
Granting LLMs unchecked autonomy to take action can lead to unintended consequences, jeopardizing reliability, privacy, and trust.
Misinformation
Misinformation occurs when LLMs produce false or misleading information that appears credible.