HIDDENLAYER DEMO ROOM

HiddenLayer is an AI security company born out of a real-world adversarial artificial intelligence attack in 2019, dedicated to protecting machine learning models and AI systems from manipulation, theft, and adversarial exploitation. The platform provides comprehensive AI model security capabilities including model scanning, runtime protection, and supply chain integrity verification that enable organizations to deploy artificial intelligence confidently in production environments. HiddenLayer detects and prevents attacks such as model evasion, data poisoning, model extraction, and adversarial input manipulation that can compromise the integrity and reliability of AI-driven decision systems across the enterprise.

What makes HiddenLayer unique is its focus on securing the AI model itself—a critical blind spot in traditional application security approaches that were not designed to address the unique vulnerabilities inherent in machine learning systems. The platform integrates into existing MLOps and CI/CD pipelines to provide continuous security assessment of models throughout their lifecycle, from training through deployment and ongoing inference. HiddenLayer's technology works across all major ML frameworks and model architectures without requiring access to training data or model internals, enabling security teams to protect AI assets without disrupting data science workflows. By addressing the emerging threat landscape targeting artificial intelligence, HiddenLayer helps organizations maintain trust in their AI systems while staying ahead of adversaries who are increasingly targeting machine learning as an attack vector.