2 papers
cs.CR2023
Fault Injection on Embedded Neural Networks: Impact of a Single Instruction Skip
Clement Gaine, Pierre-Alain Moellic, Olivier Potin +1
With the large-scale integration and use of neural network models, especially in critical embedded systems, their security assessment to guarantee their reliability is becoming an…
cs.LG2023
Evaluation of Convolution Primitives for Embedded Neural Networks on 32-bit Microcontrollers
Baptiste Nguyen, Pierre-Alain Moellic, Sylvain Blayac
Deploying neural networks on constrained hardware platforms such as 32-bit microcontrollers is a challenging task because of the large memory, computing and energy requirements of…