StAIn: Stealthy Avenues of Attacks on Horizontally Collaborated Convolutional Neural Network Inference and Their Mitigation

Author:

Adeyemo Adewale A.1ORCID,Sanderson Jonathan J.1,Odetola Tolulope A.1,Khalid Faiq2ORCID,Hasan Syed Rafay1ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, Tennessee Technological University, Cookeville, TN, USA

2. Department of Computer Engineering, Vienna University of Technology, Wien, Austria

Funder

Faculty Research Grant from Tennessee Tech University’s Office of Research and Center of Manufacturing Research

NSF

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. System Integration of Xilinx DPU and HDMI for Real-Time Inference in PYNQ Environment With Image Enhancement;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

2. Hardware security of autonomous vehicles;Handbook of Power Electronics in Autonomous and Electric Vehicles;2024

3. Resilient Machine Learning (rML) Against Adversarial Attacks on Industrial Control Systems;2023 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA);2023-12-04

4. Integrating Gstreamer with Xilinx's ZCU 104 Edge Platform for Real-Time Intelligent Image Enhancement;2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS);2023-08-06

5. Enhancing the Security of Collaborative Deep Neural Networks: An Examination of the Effect of Low Pass Filters;Proceedings of the Great Lakes Symposium on VLSI 2023;2023-06-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3