HiddenLayer ML Model Scanner integrates with Intel’s Confidential Computing with Intel Software Guard Extensions (Intel SGX).
Austin, Texas, April 20, 2023 /PR Newswire/ — hidden layeris a Gartner Recognized AI Application Security Company and is proud to announce a strategic collaboration with the company. Intel Corporation We provide comprehensive hardware- and software-based ML security solutions for organizations in regulatory and compliance-focused industries.
Recognizing the current gaps in ML scanning within a secure environment, Intel and HiddenLayer have teamed up to provide customers with an end-to-end ML model protection platform. This technology collaboration leverages the scale, performance, and privacy of Confidential Computing and is built with HiddenLayer’s cutting-edge adversarial ML threat protection capabilities and Intel SGX.
Customers now have access to an encrypted ML Model Scanner designed to protect their ML models. Intel SGX enables minimal trust boundaries for confidential computing. It is the most researched, updated, and deployed confidential computing technology in data centers on the market today. This is critical to driving the continued adoption of AI across industries.
Backed by Intel, HiddenLayer is committed to building one of the most secure ML model consistency platforms in the industry. By running the HiddenLayer Model Scanner in a Trusted Execution Environment (TEE), customers can protect their most valuable intellectual property: AI.
HiddenLayer ML Model Scanner provides:
- Malware Analysis: Scans ML models for infection vectors and embedded malicious code that can act as malware launchers.
- Vulnerability Assessment: Scan for known CVEs and zero-day vulnerabilities targeting your ML models.
- Model Integrity: Analysis of ML model layers, components, and tensors to detect tampering and corruption.
- Comprehensive detection: Utilizes a combination of static detection, dynamic analysis and machine learning techniques to identify malware, vulnerabilities, model integrity and corruption issues.
- Catalog known good states: Baseline ML models to identify future tampering.
Broad support: Supports various ML model file types including Pickle, Dill, Joblib, Numpy, Zip, ONNX, HDF5.
Intel’s commitment to cybersecurity is evident in its extensive Confidential Computing portfolio. Powered by Intel SGX, Confidential Computing provides a TEE that helps protect sensitive data.
Industries with stringent regulatory and compliance requirements can greatly benefit from confidential computing. Intel SGX has been deployed by leading cloud service providers such as IBM, Alibaba, Baidu, and Microsoft, and has been continuously improved over time.
HiddenLayer co-founder and CEO Christopher “Tito” Sestito said: “This collaboration reinforces our commitment to protecting organizations’ AI assets and paves the way for broader AI adoption across the industry. It revolutionizes the way we approach security for our customers, ensuring the integrity and safety of our most valuable intellectual property.”
“At Intel, we understand the importance of securing the rapidly evolving AI and machine learning landscape. It’s a big step forward in delivering a solution that combines Intel SGX’s Confidential Computing with HiddenLayer’s revolutionary ML Model Scanner to empower enterprises to confidently deploy AI while fostering continued AI adoption and innovation. It allows us to better protect our assets.” Rick EchevarriaVice President of Sales and Marketing Group and General Manager of Security at Intel.
Plans for collaboration include continued technical integration of the HiddenLayer MLDR product with Intel SGX. In addition, collaborative research, channel activation, customer education and enablement will be key focus areas of the go-to-market strategy.
HiddenLayer, one of ten finalists in the RSA Conference™ 2023 Innovation Sandbox Contest, presents the MLSecurity Platform to a distinguished panel of industry judges and a live audience. Monday, April 24th, in RSA. For more information about RSA Conference 2023 at the Moscone Center, visit San Francisco from April 24-27Please come https://www.rsaconference.com/usa.
Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries.
About hidden layers
HiddenLayer, a Gartner-certified AI application security company, helps companies protect the machine learning models behind their most important products with a comprehensive security platform. Only HiddenLayer provides turnkey AI/ML security without adding unnecessary complexity to your models or requiring access to raw data or algorithms. Founded in March 2022 by an experienced security and ML expert, HiddenLayer Austin, Texasbacked by cybersecurity investment specialists ten eleven Ventures. For additional information, including products and the latest research reports, please visit: www.hiddenlayer.com.
Media contact:
Rachel Kaselov
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(415) 341-5625
SOURCE Hidden Layer
