Boosting Adversarial Training in Safety-Critical Systems Through Boundary Data Selection

Author:

Jia Yifan1ORCID,Poskitt Christopher M.2ORCID,Zhang Peixin2ORCID,Wang Jingyi1ORCID,Sun Jun2ORCID,Chattopadhyay Sudipta3ORCID

Affiliation:

1. Zhejiang University, Hangzhou, China

2. School of Computing and Information Systems, Singapore Management University, Singapore

3. Information System Technology and Design, Singapore University of Technology and Design, Singapore

Funder

Key R&D Program of Zhejiang

NSFC Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Control and Optimization,Computer Science Applications,Computer Vision and Pattern Recognition,Mechanical Engineering,Human-Computer Interaction,Biomedical Engineering,Control and Systems Engineering

Reference32 articles.

1. Adversarial Sample Detection for Deep Neural Network through Model Mutation Testing

2. Adversarial learning

3. Adversarial training for free!;shafahi;Proc Adv Neural Inf Process Syst,0

4. Fast is better than free: Revisiting adversarial training;wong;Proc Int Conf Learn Representations,0

5. Physical Adversarial Attack on a Robotic Arm

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