Detection Mechanisms of One-Pixel Attack
In recent years, a series of researches have revealed that the Deep Neural Network (DNN) is vulnerable to adversarial attack, and a number of attack methods have been proposed. Among those methods, an extremely sly type of attack named the one-pixel attack can mislead DNNs to misclassify an image vi...
Main Authors: | Peng Wang, Zhipeng Cai, Donghyun Kim, Wei Li |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi-Wiley
2021-01-01
|
Series: | Wireless Communications and Mobile Computing |
Online Access: | http://dx.doi.org/10.1155/2021/8891204 |
Similar Items
-
Color-Optimized One-Pixel Attack Against Digital Pathology Images
by: Joni Korpihalkola, et al.
Published: (2021-05-01) -
Local Pixel Attack Based on Sensitive Pixel Location for Remote Sensing Images
by: Guo, H., et al.
Published: (2023) -
Known-Plaintext Attack and Ciphertext-Only Attack for Encrypted Single-Pixel Imaging
by: Shuming Jiao, et al.
Published: (2019-01-01) -
Study of the Pixel-Value Differencing Steganalysis Based on Chi-Square Attack
by: LIU,KUNG-CHIN, et al.
Published: (2019) -
Towards pixel-to-pixel deep nucleus detection in microscopy images
by: Fuyong Xing, et al.
Published: (2019-09-01)