DeepStrike: Remotely-Guided Fault Injection Attacks on DNN Accelerator in Cloud-FPGA

As Field-programmable gate arrays (FPGAs) are widely adopted in clouds to accelerate Deep Neural Networks (DNN), such virtualization environments have posed many new security issues. This work investigates the integrity of DNN FPGA accelerators in clouds. It proposes DeepStrike, a remotely-guided at...

Full description

Bibliographic Details

Published in:	2021 58th ACM/IEEE Design Automation Conference (DAC) pp. 295 - 300
Main Authors:	Luo, Yukui, Gongye, Cheng, Fei, Yunsi, Xu, Xiaolin
Format:	Conference Proceeding
Language:	English
Published:	IEEE 05.12.2021
Subjects:	Cloud computing Design automation Field programmable gate arrays Logic gates Neural network hardware Neural networks Physical layer security Security Sensor phenomena and characterization Timing
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!