GenAI Application Security refers to the protection of applications based on generative artificial intelligence (GenAI). This includes measures to identify and fix vulnerabilities in these applications, prevent unauthorized access, and ensure the integrity of the generated content. The goal is to minimize risks associated with the use of GenAI, such as the generation of harmful content or the manipulation of models.
These solutions are aimed at companies and developers who create and operate GenAI applications and need to ensure that they are secure and reliable. The main benefit is the reduction of security risks, protection against misuse, and compliance with regulatory requirements.
To be included in the GenAI Application Security category, a solution should have the following features:
- Vulnerability Analysis: Identification of potential vulnerabilities in GenAI applications.
- Access Control: Control and monitoring of access to GenAI models and data.
- Content Filtering: Filtering of harmful or inappropriate content generated by GenAI models.
- Threat Detection: Detection and prevention of attacks on GenAI applications.
- Compliance Management: Support for compliance with relevant regulations and standards.