HiddenLayer and Intel collaborate on machine learning

HiddenLayer has announced a new strategic collaboration with Intel Corporation to deliver a comprehensive hardware and software-based machine learning (ML) security solution for organizations in regulated and compliance-focused industries.

Machine learning

Recognizing the current gap in ML scanning within a secure environment, Intel and HiddenLayer say they came together to offer customers an end-to-end ML model protection platform. According to the companies, this technology collaboration leverages the scale, performance and privacy of confidential computing, built with HiddenLayer’s cutting-edge adversarial ML threat protection capabilities and Intel SGX.

Customers can now access an encrypted ML Model Scanner designed to protect their ML models. Intel SGX enables the smallest trust boundary for confidential computing.

The companies says that it is the most researched, updated and deployed confidential computing technology in the data center on the market today. This is critical for driving the continued adoption of AI across industries.

By running the HiddenLayer Model Scanner in a Trusted Execution Environment (TEE), customers can help safeguard their AI.

The HiddenLayer ML Model Scanner delivers:

• Malware analysis: scans ML models for embedded malicious code that could serve as an infection vector and launchpad for malware
• Vulnerability assessment: scans for known CVEs and zero-day vulnerabilities targeting ML models
• Model integrity: analysis of ML model’s layers, components and tensors to detect tampering or corruption
• Comprehensive detection: utilizes a combination of static detection, dynamic analysis and ML techniques to identify malware, vulnerabilities, model integrity and corruption issues
• Catalog a known-good state: baseline ML models for identifying future tampering

“We are excited to collaborate with Intel, a global technology leader, to offer our customers the most secure and comprehensive ML security solution on the market,” said Christopher Sestito, Co-Founder and CEO at HiddenLayer. “This collaboration strengthens our commitment to protecting organizations’ AI assets and paves the way for broader AI adoption across industries. Building on Intel technology, we are revolutionizing how businesses approach ML model security, ensuring the integrity and safety of their most valuable intellectual property.”

“At Intel, we understand the importance of securing the rapidly evolving landscape of AI and machine learning. Our collaboration with HiddenLayer represents a significant step forward in delivering a robust end-to-end ML security solution for organizations in regulated and compliance-focused industries. By combining confidential computing on Intel SGX with HiddenLayer’s innovative ML Model Scanner, we can empower businesses to better protect their AI assets with confidence, while fostering continued adoption and innovation in AI,” said Rick Echevarria, Vice President, Sales and Marketing Group, General Manager for Security at Intel.

Continued partnership

According to the companies, plans for the collaboration include the continued technical integration of the HiddenLayer MLDR product with Intel SGX. Additionally, joint research, channel activation, customer education and enablement will be key focus areas in the go-to-market strategy.