Recognizing Object by Components with Human Prior Knowledge Enhances Adversarial Robustness of Deep Neural Networks-Reference-Cited by-同舟云学术

Recognizing Object by Components with Human Prior Knowledge Enhances Adversarial Robustness of Deep Neural Networks

Published:2023 Issue: Volume: Page:1-13
ISSN:0162-8828
Container-title:IEEE Transactions on Pattern Analysis and Machine Intelligence
language:
Short-container-title:IEEE Trans. Pattern Anal. Mach. Intell.

Author:

Li Xiao¹^ORCID,Wang Ziqi²^ORCID,Zhang Bo¹,Sun Fuchun¹^ORCID,Hu Xiaolin¹^ORCID

Affiliation:

1. Department of Computer Science and Technology, Institute for Artificial Intelligence, State Key Laboratory of Intelligent Technology and Systems, BNRist, Tsinghua University, Beijing, China

2. Department of Computer Science, University of Illinois Urbana-Champaign, IL, USA

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software

Link

http://xplorestaging.ieee.org/ielx7/34/4359286/10019576.pdf?arnumber=10019576

Reference90 articles.

1. On adaptive attacks to adversarial example defenses;tramèr;Proc Int Conf Neural Inf Process,2020

2. Capsule networks - A survey;mensah;J King Saud Univ Comput Inf Sci,2022

3. Obfuscated gradients give a false sense of security: Circumventing defenses to adversarial examples;athalye;Proc Int Conf Mach Learn,2018

4. PartNet: A Large-Scale Benchmark for Fine-Grained and Hierarchical Part-Level 3D Object Understanding

5. Improving robustness using generated data;gowal;Proc Int Conf Neural Inf Process,2021

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