MERCURY: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator

X Yan, X Lou, G Xu, H Qiu, S Guo… - … Conference on Field …, 2023 - ieeexplore.ieee.org
DNN accelerators have been widely deployed in many scenarios to speed up the inference
process and reduce the energy consumption. One big concern about the usage of the …

UniGuard: A Unified Hardware-oriented Threat Detector for FPGA-based AI Accelerators

X Yan, H Qiu, T Zhang - 2024 34th International Conference on …, 2024 - ieeexplore.ieee.org
The proliferation of AI technology gives rise to a variety of security threats, significantly
compromising the confidentiality and integrity of AI applications. Existing software-based …

A Unified Hardware-based Threat Detector for AI Accelerators

X Yan, H Qiu, T Zhang - arXiv preprint arXiv:2311.16684, 2023 - arxiv.org
The proliferation of AI technology gives rise to a variety of security threats, which significantly
compromise the confidentiality and integrity of AI models and applications. Existing software …

Design of a secure kernel for constrained devices

N Dejon - 2022 - theses.hal.science
This thesis invests the field of cybersecurity for small computer systems (embedded
systems/connected objects/low-end devices, of type microcontroller) and more precisely …