A Survey on Breaking Technique of Text‐Based CAPTCHA

J Chen, X Luo, Y Guo, Y Zhang… - Security and …, 2017 - Wiley Online Library
The CAPTCHA has become an important issue in multimedia security. Aimed at a commonly
used text‐based CAPTCHA, this paper outlines some typical methods and summarizes the …

[HTML][HTML] SoK: Machine vs. machine–A systematic classification of automated machine learning-based CAPTCHA solvers

A Dionysiou, E Athanasopoulos - Computers & Security, 2020 - Elsevier
Internet services heavily rely on CAPTCHAs for determining whether or not a user is a
human being. The recent advances in ML and AI make the efficacy of CAPTCHAs in …

Deep Learning Based CAPTCHA Recognition Network with Grouping Strategy

Z Derea, B Zou, AA Al-Shargabi, A Thobhani… - Sensors, 2023 - mdpi.com
Websites can improve their security and protect against harmful Internet attacks by
incorporating CAPTCHA verification, which assists in distinguishing between human users …

CAPTCHA recognition using deep learning with attached binary images

A Thobhani, M Gao, A Hawbani, STM Ali… - Electronics, 2020 - mdpi.com
Websites can increase their security and prevent harmful Internet attacks by providing
CAPTCHA verification for determining whether end-user is a human or a robot. Text-based …

Supervised machine learning in intelligent character recognition of handwritten and printed nameplate

R Kajale, S Das, P Medhekar - 2017 International Conference …, 2017 - ieeexplore.ieee.org
We are in the midst of a revolution, digital revolution which is primarily responsible for the
advancements in various computing fields. There is a greater need for smart devices …

UNI-CAPTCHA: A novel robust and dynamic user-non-interaction CAPTCHA model based on hybrid biLSTM+ Softmax

AA Süzen - Journal of Information Security and Applications, 2021 - Elsevier
The security of web applications is protected by firewalls, intrusion detection systems or
deep learning-based approaches. Although existing systems perform rules and content …

FRCA: High-efficiency container number detection and recognition algorithm with enhanced attention

Z Wang, Y Wang - … on Graphics and Image Processing (ICGIP …, 2020 - spiedigitallibrary.org
With the rapid development of information technology, text recognition in natural scenes has
become a hot topic of current research. In order to accurately and quickly identify the box …

Your CAPTCHA Recognition Method Based on DEEP Learning Using MSER Descriptor.

D Kumar, R Singh, SS Bamber - Computers, Materials & …, 2022 - search.ebscohost.com
Individuals and PCs (personal computers) can be recognized using CAPTCHAs
(Completely Automated Public Turing test to distinguish Computers and Humans) which are …

An approach for chinese character captcha recognition using cnn

Y Jia, W Fan, C Zhao, J Han - Journal of Physics: Conference …, 2018 - iopscience.iop.org
An approach using convolution neural network (CNN) to recognize Chinese Character
Captcha captured from Tencent Security Center is proposed. 3500 commonly used Chinese …

[PDF][PDF] A Parametric Study of Arabic Text-Based CAPTCHA Difficulty for Humans.

SA Alsuhibany, HA Alhodathi - Intelligent Automation & Soft …, 2022 - cdn.techscience.cn
Humans Apart (CAPTCHA) technique has been an interesting topic for several years. An
Arabic CAPTCHA has recently been proposed to serve Arab users. Since there have been …