HiddenLayer 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
Accelerating AI Adoption While Mitigating Risks
For many organizations, the integration of AI, both generative and predictive, unlocks new opportunities but also introduces sophisticated security challenges. Protecting AI assets and corporate IP from breaches and unauthorized access is vital as cyber threats evolve. With the increasing complexity of adversarial attacks and the risk of AI model theft, robust defenses are no longer optional—they are imperative. Additionally, the need to balance effective security measures with operational efficiency presents ongoing challenges, demanding a relentless focus on innovation and real-time vigilance. Addressing these issues is crucial for maintaining the security and accelerating AI adoption.
Adoption of GenAI
The rapid integration of generative AI introduces risks such as the exploitation of AI-generated content and vulnerabilities in model training data, demanding proactive and comprehensive security measures
Navigating Regulations
In a landscape defined by ever-evolving data privacy and AI ethics regulations, managing compliance is not only challenging but resource-intensive — requiring precise strategies that align with legal frameworks while ensuring operational continuity
Scalability Confidence
Maintaining security and performance across expanding AI operations requires scalable, future-ready solutions that support growth without compromising efficiency.
Our Approach
Secure, Defend, & Automate
HiddenLayer’s AISec Platform is an AI Protection Suite that ensures the integrity of your models throughout the AIOps pipeline. By ensuring the security of pre-trained models, detecting malicious injections, and monitoring algorithm inputs and outputs for potential threats – The AISec Platform delivers an automated and scalable defense tailored for artificial intelligence
Adversarial Attack Prevention
Real-time, adaptive protection against adversarial attacks, ensuring that whether your model is generative AI or predictive AI, it remains uncompromised from development to deployment.
AI Governance
mbed best practices and guidelines within your MLOps pipeline, reinforcing responsible AI development and deployment, ensuring governance is not just a checkbox but a cornerstone.
Scalable Security Architecture
HiddenLayer’s AISec Platform is architected for scale, dynamically adapting to your growing AI operations while delivering enterprise-grade protection that evolves with your business.
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