TrojAI is a platform designed to safeguard AI models and applications against potential risks and attacks. It comprises two primary components: TrojAI::DETECT and TrojAI::DEFEND.
TrojAI::DETECT is made to work with AI and MLOps workflows for the purpose of automatically performing penetration testing on AI models before they are deployed, which helps businesses find any concealed dangers and weaknesses to ensure AI adoption and compliance goes as planned.
TrojAI::DEFEND offers protection against real-time attacks via a data science-driven rules engine. It also ensures secure utilization of public AI services by filtering, redacting, and auditing traffic.
The platform further supports organizations in navigating the complexities of AI regulatory frameworks and benchmarks, thereby guaranteeing compliance without impeding AI implementation.
It assesses models before their release to stop potential loss of sensitive data once the applications are running.
Proactive detection of vulnerabilities
Assistance with navigating complex regulations
Capabilities for auditing activity
Lacks customization options
No support for explaining models
Does not update threats automatically

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