Presented by
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CTO Security Concepts Team, NXP Semiconductors
NXPリファレンスデザイン・ライブラリ
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About This Training
This training provides a demonstration of NXP eIQ® Watermarking Model protection tool within the eIQ Toolkit that helps developers prove ownership and detect copying of their model intellectual property.
Watermarking is the process of embedding information in the content, and the embedded information may not be apparent upon normal observation. With the eIQ® Model Watermarking tool addition into the NXP eIQ Toolkit for machine learning development, watermarking has also found its way into ML.
The watermark is based on a creative element — a secret drawing — which adds a piece of copyright-protected information to the ML model and provides an additional benefit to the NXP eIQ Model Watermarking tool. This secret drawing adds a piece of copyright-protected information to the ML model. This secret drawing helps strengthen a copyright claim toward any potential copyist.
Presentation
What You Will Learn
- Demonstrates the eIQ Watermarking Model protection hidden functionality to add machine learning model images with a secret overlay
- How to use the tool to help prove ownership of a machine learning model
- How to use the tool to add copyright protection to a machine learning model
- Demonstrates the addition of these functions without a loss of accuracy or performance
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