Augment CAPTCHA Security Using Adversarial Examples With Neural Style Transfer

Augment CAPTCHA Security Using Adversarial Examples With Neural Style Transfer

To counteract rising bots, many CAPTCHAs (Completely Automated Public Turing tests to tell Computers and Humans Apart) have been developed throughout the years. Automated attacks, however, employing powerful deep learning techniques, have had high success rates over common CAPTCHAs, including image-...

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Bibliographic Details
Main Authors: Nghia Dinh, Kiet Tran-Trung, Vinh Truong Hoang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Machine learning
CNN
DNN
CAPTCHA
security
adversarial examples
Online Access:https://ieeexplore.ieee.org/document/10192423/

Internet

https://ieeexplore.ieee.org/document/10192423/

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