50 citations · 112 across the 15 of their papers we have counts for
3 papers · 1 filter
Side-Channel Analysis of OpenVINO-based Neural Network Models
Dirmanto Jap, Jakub Breier, Zdenko Lehocký +2
Embedded devices with neural network accelerators offer great versatility for their users, reducing the need to use cloud-based services. At the same time, they introduce new secur…
DeepBaR: Fault Backdoor Attack on Deep Neural Network Layers
C. A. Martínez-Mejía, J. Solano, J. Breier +2
Machine Learning using neural networks has received prominent attention recently because of its success in solving a wide variety of computational tasks, in particular in the field…
DeepNcode: Encoding-Based Protection against Bit-Flip Attacks on Neural Networks
Patrik Velčický, Jakub Breier, Mladen Kovačević +1
Fault injection attacks are a potent threat against embedded implementations of neural network models. Several attack vectors have been proposed, such as misclassification, model e…