http://monkemanx.i2p
Dec. 2023
Paper Type: Neural Network Reliability, Fault Simulation, Fault Injection
Short Abstract: MRFI is a highly configurable, multi-resolution fault injection tool for deep neural networks, designed to address the limitations of existing fault injection solutions.
1. Introduction Deep Neural Networks (DNNs) are increasingly deployed in safety-critical applications (e.g., autonomous driving, avionics) and large-scale systems (e.g., LLMs), where hardware faults—such as process...