HiddenLayer, a Gartner recognized Cool Vendor for AI Security, is the leading provider of Security for AI. Its security platform helps enterprises safeguard the machine learning models behind their most important products. HiddenLayer is the only company to offer turnkey security for AI that does not add unnecessary complexity to models and does not require access to raw data and algorithms. Founded by a team with deep roots in security and ML, HiddenLayer aims to protect enterprise’s AI from inference, bypass, extraction attacks, and model theft. The company is backed by a group of strategic investors, including M12, Microsoft’s Venture Fund, Moore Strategic Ventures, Booz Allen Ventures, IBM Ventures, and Capital One Ventures.
The Challenges
Adapting to AI
Adversarial Machine Learning exposes GenAI to cyber threats, including prompt injection attacks, IP theft, and system compromise. Insecure models, susceptible to malware and vulnerabilities, intensify these risks. Failing to properly manage and protect all AI model types, including GenAI increases cybersecurity vulnerabilities across the organization. A proactive approach is essential to fortify models, ensuring resilience and integrity in the face of evolving threats.
Risks to Generative AI
Adversarial Machine Learning is an attack vector, with cyber threat actors targeting AI and ML models for IP theft and system damage
Threats to AI
Prompt injection and PII leakage are just a few threats that can cause reputational harm, financial loss, and disruption to an organization’s employees, partners, and customers
Lack of Protection
Failure to manage, monitor, and protect LLM models increases cybersecurity risks across the organization
Our Approach
Scan, Detect, and Respond
HiddenLayer’s AISec Platform is a GenAI Protection Suite purpose-built to ensure the integrity of your AI models throughout the MLOps pipeline. The Platform provides detection and response for GenAI and traditional AI models to detect prompt injections, adversarial AI attacks, and digital supply chain vulnerabilities.
The AISec Platform delivers an automated and scalable defense tailored for GenAI, enabling fast deployment and proactive responses to attacks without necessitating access to private data or models.
Facilitate Adoption
Easy to Deploy GenAI Security
Deploy in minutes, not days, our LLM security solution is a completely on-premise, SaaS console or hybrid approach with out-of-the-box support for LLMs including: GPT-X, LlaMa, Bard, Mistral & others
Detect and Respond
One Platform for All AI Assets
HiddenLayer is the only cybersecurity platform that monitors, detects, and responds to Adversarial attacks targeted at GenAI and traditional AI models
Protect Your Digital Supply Chain
Automated Scanning
Accelerate innovation by accessing pre-trained model repositories while maintaining cyber best practices with the Model Scanner. Easy to integrate into existing CI/CD pipelines
Defend your AI assets without compromising speed, efficacy, and reliability.
Learn more about what HiddenLayer’s AISec Platform can offer.
© 2024 HiddenLayer
