TrojAI

TrojAI: Pioneering AI/ML/LLM Risk Management & Security for Enterprises

TrojAI is at the forefront of AI/ML/LLM risk management and security, providing solutions and expertise that assess, measure, and track model risks and vulnerabilities. Their platform is designed to enhance the real-world performance of models, ensuring that they are robust, secure, and free from vulnerabilities that could compromise their integrity.

Key Features:

• Model Stress Test: Generate adversarial samples to probe performance competence and mitigate vulnerabilities.
• Model Risk Audit: Verify model performance, evaluate residual risks, and provide a clear path to risk mitigation.
• AI Firewall: Protect against model-specific vulnerabilities with dynamically configured rules.
• Large Language Models (LLMs): Expanded protections for large language models, including stress testing, input/output filtering, and more.

Ideal Use Case:

Enterprises and organizations that utilize AI/ML/LLM models and are looking for comprehensive risk management and security solutions to ensure the robustness and integrity of their models.

Why use TrojAI:

• Comprehensive Risk Management: Address vulnerabilities including data poisoning, model evasion, and model extraction.
• Enhanced AI Security: Protect against both naturally occurring and malicious threats targeting AI models.
• Expertise in LLMs: Specialized protections for large language models, ensuring their security and performance.
• Responsible AI: Align with best practices and standards for responsible AI deployment.

tl;dr:

TrojAI offers a comprehensive platform for AI/ML/LLM risk management and security, ensuring that models perform optimally in real-world scenarios while being protected from vulnerabilities and threats.