TrojAI

TrojAI is a specialized platform designed to enhance the security of Artificial Intelligence (AI) models and applications by mitigating risks and potential threats. The platform comprises two essential components: TrojAI::DETECT and TrojAI::DEFEND. TrojAI::DETECT seamlessly integrates with AI and MLOps workflows to conduct automated penetration testing of AI models prior to deployment, enabling organizations to proactively detect concealed risks and vulnerabilities. This process ensures a seamless integration of AI technologies while maintaining compliance standards. TrojAI::DEFEND provides real-time protection against potential attacks through a rules engine supported by data science principles. Moreover, it facilitates the secure utilization of public AI services by monitoring and filtering inbound and outbound traffic, thereby preventing unauthorized access and ensuring auditing capabilities. Furthermore, the platform assists organizations in navigating intricate regulatory frameworks and standards pertaining to AI, thereby facilitating compliance adherence without impeding the pace of AI adoption. By conducting thorough model testing before deployment, TrojAI helps prevent potential data breaches and safeguards sensitive information during the application deployment phase.