HiddenLayer

HiddenLayer is a premier enterprise cybersecurity platform specifically designed to protect artificial intelligence and machine learning assets. As organizations rapidly adopt large language models (LLMs) and predictive AI, they become vulnerable to new attack vectors like prompt injection, data poisoning, model extraction, and adversarial evasion. HiddenLayer bridges the gap between cybersecurity and data science by offering Machine Learning Detection and Response (MLDR) and a comprehensive AI Model Scanner. The MLDR solution monitors the inputs and outputs of AI algorithms in real-time to detect anomalous behaviors and malicious intent without requiring access to the underlying model weights or sensitive training data. The AI Model Scanner acts as an antivirus for AI, analyzing serialized model artifacts for hidden malware, ransomware, and code execution vulnerabilities before they are deployed into production. Designed for seamless integration into modern MLOps pipelines, HiddenLayer empowers security teams to safely enable AI innovation while strictly adhering to compliance standards and mapping threats to frameworks like MITRE ATLAS.