Defensive approximation: securing CNNs using approximate computing

Author:

Guesmi Amira1ORCID,Alouani Ihsen2ORCID,Khasawneh Khaled N.3,Baklouti Mouna1,Frikha Tarek1,Abid Mohamed1,Abu-Ghazaleh Nael4

Affiliation:

1. University of Sfax, Tunisia

2. Polytechnic University of Hauts-de-France, France

3. George Mason University, USA

4. University of California at Riverside, USA

Publisher

ACM

Cited by 31 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. A Hybrid Sparse-dense Defensive DNN Accelerator Architecture against Adversarial Example Attacks;ACM Transactions on Embedded Computing Systems;2024-08-14

2. Transfer Adversarial Attacks through Approximate Computing;Proceedings of the 19th International Conference on Availability, Reliability and Security;2024-07-30

3. Deoxys: Defensive Approximate Computing for Secure Graph Neural Networks;2024 IEEE 35th International Conference on Application-specific Systems, Architectures and Processors (ASAP);2024-07-24

4. Hardware Support for Trustworthy Machine Learning: A Survey;2024 25th International Symposium on Quality Electronic Design (ISQED);2024-04-03

5. Chaotic neural network quantization and its robustness against adversarial attacks;Knowledge-Based Systems;2024-02

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