no code implementations • 16 Feb 2023 • Roland Rauter, Martin Nocker, Florian Merkle, Pascal Schöttle
Another type of adversarial examples are invariance-based adversarial examples, where the images are semantically modified such that the predicted class of the model does not change, but the class that is determined by humans does.
1 code implementation • 16 Feb 2023 • Martin Nocker, David Drexel, Michael Rader, Alessio Montuoro, Pascal Schöttle
Fully homomorphic encryption (FHE) is a promising technique to enable individuals using ML services without giving up privacy and protecting the ML model of service providers at the same time.