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Exploratory Research on Defense against Natural Adversarial Examples in Image Classification

Year: 2024

Type: article

Abstract: The emergence of adversarial examples has revealed the inadequacies in the robustness of image classification models based on Convolutional Neural Networks (CNNs). Particularly in recent years, the discovery of natural advers... | Find, read and cite all the research you need on Tech Science Press

Source: Computers, materials & continua/Computers, materials & continua (Print)

DOI: 10.32604/cmc.2024.057866

Authors: Yaoxuan Zhu, Hua Yang, Bin Zhu

Institutions: National University of Defense Technology, State Key Laboratory of Pulsed Power Laser Technology

Language: English

Topic: Adversarial Robustness in Machine Learning

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4405763074

FWCI: 0.442

Cites: 16

Cited by: 3

Related to: 10