LLM Top10 GPT-tool for LLM security risk assessment.

Example

LLM Top10 GPT can identify risks such as 'prompt injection' where an attacker could manipulate the chatbot to reveal sensitive data or perform unintended actions.

Scenario

A financial institution uses an LLM-based assistant to help customers with banking queries. LLM Top10 GPT helps the institution identify and mitigate the risk of a prompt injection attack that could potentially expose sensitive customer data.

Example

LLM Top10 GPT provides actionable steps to prevent security risks, such as enforcing strict input validation and using human-in-the-loop mechanisms for high-risk actions.

Scenario

A healthcare app uses an LLM to process patient data and generate summaries for doctors. LLM Top10 GPT advises the app developers to implement human-in-the-loop validation to ensure no unauthorized data is processed or leaked.

Example

LLM Top10 GPT offers guidelines on securely integrating LLMs into existing systems, including advice on secure plugin design and supply chain vulnerabilities.

Scenario

A tech startup plans to integrate an LLM into its software development pipeline to assist in code generation. LLM Top10 GPT guides the startup on preventing over-reliance on the LLM to avoid introducing insecure code into the system.