Title
An End-to-End Attack on Text CAPTCHAs.
Abstract
Text-based CAPTCHAs are the most widely used CAPTCHA scheme. Most text-based CAPTCHAs have been cracked. However, previous works have mostly relied on a series of preprocessing steps to attack text CAPTCHAs, which was complicated and inefficient. In this paper, we introduce a simple, generic, and effective end-to-end attack on text CAPTCHAs without any preprocessing. Through a convolutional neural...
Year
DOI
Venue
2020
10.1109/TIFS.2019.2928622
IEEE Transactions on Information Forensics and Security
Keywords
Field
DocType
CAPTCHAs,Security,Resistance,Feature extraction,Deep learning,Distance measurement,Noise measurement
Pattern recognition,Computer science,Convolutional neural network,Segmentation,End-to-end principle,Recurrent neural network,Feature extraction,Preprocessor,Artificial intelligence,CAPTCHA,Deep learning
Journal
Volume
ISSN
Citations 
15
1556-6013
1
PageRank 
References 
Authors
0.35
0
4
Name
Order
Citations
PageRank
Zi Yang1335.48
Haichang Gao217217.41
Zhouhang Cheng321.10
Yi Liu4133.34