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Knox ML Model Protection

The Samsung Knox platform aims to provide best-in-class mobile device security. It provides hardware-based protection from the boot process to the apps that run on our devices. As a result of our ongoing efforts, some of the highest-security industries—including government, finance, and healthcare—now accept Samsung devices as the industry standard.

Machine Learning and Neural Model encryption extends the Samsung Knox platform to cover the security needs of Machine Learning (ML) models running on mobile devices. ML models come with unique security challenges that are difficult for developers to address without support from the mobile operating system platform. This White Paper highlights the challenges associated with running on-device ML models, and shows the tools available through Knox ML Model Protection to address those challenges.

ML model encryption workflow

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This White Paper provides an overview of the Knox ML Model Protection feature. For information about other Samsung Knox offerings, see the Samsung Knox website.

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