Quick facts
- Best for
- Secure your AI models from risks and attacks.
- Pricing
- Freemium
- Editor rating
- 4.5 / 5
- Community saves
- 0
About TrojAI
TrojAI is a platform that specializes in securing Artificial Intelligence (AI) models and applications from risks and potential attacks. The platform has two key components: TrojAI::DETECT and TrojAI::DEFEND. TrojAI::DETECT integrates with AI and MLOps workflows to penetration test AI models automatically before they go to production, helping businesses identify hidden risks and vulnerabilities to ensure smooth AI adoption and compliance. TrojAI::DEFEND protects against real-time attacks using a rules engine underpinned by data science. It also enables secure usage of public AI services by filtering traffic to and from services to block, redact, and audit activity. In addition, the platform aids organizations to navigate complex regulatory frameworks and benchmarks for AI, helping ensure compliance without slowing down AI adoption. It tests models prior to deployment to prevent potential sensitive data loss once the applications are in deployment. Supported featuresCybersecurity
Pros
- Automatic penetration testing
- Activity auditing capabilities
- Complex regulatory navigation assistance
- Pre-deployment vulnerability detection
- Protection from data loss
- Inline with OWASP Framework
- Proactive vulnerability detection
- Prevents data poisoning
- Solution for prompt injection
- Optimized for MLOps workflows
- Prevents sensitive data loss
Cons
- No support for model explainability
- Limited integration options
- No indication of performance speeds
- No confirmed global support
- Lacks individual user auditing
- No automated threat updating
- No disclosed data source
- Lack of customization options
- Opaque operation procedures
- Restricted to pre-production testing