TrojAI
#Application Protection#AI Security
Runtime protection platform that secures AI applications, APIs, and cloud-native environments through automated threat detection and data protection mechanisms.
TrojAI: An AI Security Platform
TrojAI is an AI security platform that provides two primary components:
TROJAI::DETECT: This tool seamlessly integrates with AI and MLOps workflows to automatically perform penetration testing on AI models prior to their deployment in production.
Identifying Potential Risks and Vulnerabilities in AI Models
This tool helps to identify potential risks and vulnerabilities present in AI models.
TROJAI::DEFEND: This component functions as an AI firewall, providing real-time protection for AI applications against a range of threats, including data poisoning and prompt injection.
It utilizes a rules engine
It utilizes a rules engine that is supported by data science to secure AI applications and ensure the safe use of public AI services.
The platform's objective is to assist organizations
The platform's objective is to assist organizations in adhering to AI security frameworks and privacy regulations. It achieves this by testing models before they are deployed and safeguarding applications against the loss of sensitive data after deployment.
