HiddenLayer

What is HiddenLayer AI?

HiddenLayer is a kind of AI-powered ai detection platform that helps organizations lock down machine learning models, generative AI apps, and the whole AI infrastructure against new and emerging threats. It was founded by folks who are deep in cybersecurity and machine learning, so the platform covers protection across the full AI lifecycle, not only the early stages. With HiddenLayer, enterprises can spot weaknesses, watch the AI behavior in motion, stop adversarial attacks, and keep their valuable AI assets safe, all without needing access to sensitive training data. HiddenLayer’s AI security platform combines runtime defense, supply chain security, posture management, and automated red teaming, so teams can adopt and scale AI technologies with more confidence while still maintaining strong security, compliance, and operational resilience.

HiddenLayer was founded in 2022 and emerged from stealth mode after securing $6 million in seed funding. In 2023, the company raised an additional $50 million in Series A funding, bringing its total funding to approximately $56 million. The company serves enterprise customers across industries, including finance, cybersecurity, defense, and government. HiddenLayer focuses exclusively on AI security, helping organizations identify, assess, and reduce risks related to machine learning models and generative AI systems. Its platform is designed to secure AI deployments at enterprise scale while supporting governance and compliance initiatives.

Founder Name

• Chris "Tito" Sestito
• Tanner Burns
• James Ballard

Launch Date

• March 2022 (Founded)
• July 2022 (Public Launch)

Use Cases

• AI model security monitoring
• Generative AI protection
• AI supply chain security
• Model vulnerability assessment
• AI runtime threat detection
• Prompt injection prevention
• AI governance and compliance
• Automated AI red teaming
• Adversarial attack detection
• Enterprise AI risk management

Technology

• Artificial Intelligence Security
• Machine Learning Security (MLSec)
• Machine Learning Detection and Response (MLDR)
• Runtime AI Defense
• Automated Red Teaming
• AI Posture Management
• Threat Intelligence
• Behavioral Analytics
• Cloud Security
• Adversarial Machine Learning Protection

Key Features

HiddenLayer AI's key features are

• AI Runtime Defense: Provides continuous monitoring of AI systems to detect and prevent malicious activities targeting machine learning models.
• Model Scanner: Scans AI models before deployment to identify vulnerabilities, malware, and hidden security threats.
• Automated Red Teaming: Simulates real-world attack scenarios to evaluate AI system resilience and uncover weaknesses.
• AI Supply Chain Security: Protects models, datasets, and third-party AI components from compromise throughout the development lifecycle.
• Prompt Injection Protection: Detects and blocks prompt injection attacks aimed at manipulating generative AI outputs.
• AI Posture Management: Offers centralized visibility into AI assets, risk exposure, security configurations, and compliance status.
• Threat Detection and Response: Identifies suspicious behavior and gives actionable insights for rapid incident response.
• Non-Invasive Security Approach: Protects AI models without requiring access to proprietary training data or model architecture.
• Enterprise Go: This feature helps organizations align their AI deployments with governance frameworks and regulatory requirements.
• Advanced Threat Research: Continuously updates protection capabilities based on emerging AI security threats and attack techniques.

Pricing

• Custom Enterprise Pricing
• Contact Sales
• Demo Available
• Quote-Based Plans

Disclaimer: For the latest and most accurate pricing information, please visit the official HiddenLayer​​​​​​​ AI website.

Who is using HiddenLayer?

A diverse range of users and organizations utilize HiddenLayer​​​​​​​ AI.

• Enterprise organizations
• Fortune 100 companies
• Financial institutions
• Government agencies
• Defense organizations
• Cybersecurity teams
• AI development teams
• Technology companies
• Regulated industries
• Data science teams

Alternatives

Some Hidden Layer alternatives are

• Protect AI
• Robust Intelligence
• Cranium
• Lakera
• Private AI
• CalypsoAI

HiddenLayer vs Competitors

How We Rated HiddenLayer

• Creative Accuracy: 9.4/10
• User Experience: 9.1/10
• Tools & Capabilities: 9.6/10
• Speed & Efficiency: 9.2/10
• Creative Freedom: 8.8/10
• Trust & Transparency: 9.5/10
• Help & Community: 8.9/10
• Value for Money: 8.8/10
• Ecosystem Fit: 9.4/10
• Overall Score: 9.2/10

Conclusion

HiddenLayer is one of the more specialized AI security platforms you can access designed for enterprises that want to protect machine learning models and generative AI apps. What really stands out is that it combines model scanning, runtime defense, automated red teaming, and AI posture management. Together, it gives pretty broad coverage through the whole AI lifecycle, not just one small piece. It tends to be especially useful for teams working in highly regulated industries that require serious attention to security, governance, and compliance. The company also brings solid industry know-how, plus meaningful funding and a dedicated commitment to AI cybersecurity, so HiddenLayer keeps getting picked as a trusted option for organizations trying to adopt and scale AI technologies securely while minimizing day-to-day operational headaches and security risks.

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