Security and Protection for Machine Learning

Presented by

Axel Engelmann, Wibu-Systems, & Andreas Schaad, Prof of IT Security, University of Applied Sciences Offenburg

About this talk

Machine learning is reliable - provided the AI algorithm that generates the trained model is sound and has not been tampered with. The IP you need to protect includes the training data set, the training setup, and the resulting trained model. With CodeMeter, you can encrypt the model to safeguard it against unauthorized use, copying, or espionage in both online and offline scenarios. Additionally, CodeMeter can encrypt and sign data to add an extra layer of security on top of anonymization or pseudonymization.

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Wibu-Systems is an innovative security technology leader in the global software licensing market. The company is focused on delivering the highest level of protection, licensing, and security for digital assets and intellectual property in an increasingly connected world. Our solutions are used globally be software publishers and manufacturers of intelligent devices who distribute their applications through PCs, mobile devices, embedded systems, PLCs, and microcontrollers.