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Deep-CAPTCHA: A Deep Learning Based CAPTCHA Solver for Vulnerability Assessment

https://doi.org/10.2139/ssrn.3633354
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-39200-9_18openalex-snapshot
CAPTCHA: Using Hard AI Problems for Security
inferredcites →https://doi.org/10.1007/978-3-030-39303-8_18openalex-snapshot
CAPTCHA Image Generation Using Style Transfer Learning in Deep Neural Network
inferredcites →https://doi.org/10.1007/978-3-319-50551-0_4openalex-snapshot
Object Detection, Classification, and Tracking
inferredcites →https://doi.org/10.1007/978-3-319-63312-1_52openalex-snapshot
CAPTCHA Recognition Based on Faster R-CNN
inferredcites →https://doi.org/10.1016/j.ibmed.2020.100005openalex-snapshot
Zero-shot learning and its applications from autonomous vehicles to COVID-19 diagnosis: A review
inferredcites →https://doi.org/10.1016/j.ifacol.2018.07.155openalex-snapshot
Recognition of CAPTCHA Characters by Supervised Machine Learning Algorithms
inferredcites →https://doi.org/10.1016/j.patcog.2020.107482openalex-snapshot
Accurate, data-efficient, unconstrained text recognition with convolutional neural networks
inferredcites →https://doi.org/10.1016/j.procs.2015.07.381openalex-snapshot
Designing a Secure Text-based CAPTCHA
inferredcites →https://doi.org/10.1016/s1353-4858(08)70086-2openalex-snapshot
DDoS attack evolution
inferredcites →https://doi.org/10.1080/19479832.2011.590458openalex-snapshot
Simultaneous analysis of driver behaviour and road condition for driver distraction detection
inferredcites →https://doi.org/10.1088/1742-6596/1087/2/022015openalex-snapshot
An Approach for Chinese Character Captcha Recognition Using CNN
inferredcites →https://doi.org/10.1109/cvpr.2014.24openalex-snapshot
Look at the Driver, Look at the Road: No Distraction! No Accident!
inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot
Densely Connected Convolutional Networks
inferredcites →https://doi.org/10.1109/eurosp.2016.37openalex-snapshot
I am Robot: (Deep) Learning to Break Semantic Image CAPTCHAs
inferredcites →https://doi.org/10.1109/ftc.2016.7821703openalex-snapshot
Neural network CAPTCHA crackers
inferredcites →https://doi.org/10.1109/iccae.2010.5451782openalex-snapshot
Toward next generation of driver assistance systems: A multimodal sensor-based platform
inferredcites →https://doi.org/10.1109/tifs.2017.2718479openalex-snapshot
No Bot Expects the DeepCAPTCHA! Introducing Immutable Adversarial Examples, With Applications to CAPTCHA Generation
inferredcites →https://doi.org/10.1126/science.1160379openalex-snapshot
reCAPTCHA: Human-Based Character Recognition via Web Security Measures
inferredcites →https://doi.org/10.1126/science.aag2612openalex-snapshot
A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs
inferredcites →https://doi.org/10.1145/2991079.2991083openalex-snapshot
A security analysis of automated chinese turing tests
inferredcites →https://doi.org/10.1145/3243734.3243754openalex-snapshot
Yet Another Text Captcha Solver
inferredcites →https://doi.org/10.1145/3318299.3318355openalex-snapshot
Research on Optimization of CAPTCHA Recognition Algorithm Based on SVM
inferredcites →https://doi.org/10.1155/2017/6898617openalex-snapshot
A Survey on Breaking Technique of Text-Based CAPTCHA
inferredcites →https://doi.org/10.1587/transinf.2017edl8175openalex-snapshot
CAPTCHA Image Generation Systems Using Generative Adversarial Networks
inferredcites →https://doi.org/10.2139/ssrn.3624379openalex-snapshot
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review
inferredcites →https://doi.org/10.22042/isecure.2015.1.2.4openalex-snapshot
Image flip CAPTCHA
inferredcites →https://doi.org/10.3390/app9102010openalex-snapshot
A Low-Cost Approach to Crack Python CAPTCHAs Using AI-Based Chosen-Plaintext Attack
inferredcites →https://doi.org/10.3390/math8030332openalex-snapshot
Applying Visual Cryptography to Enhance Text Captchas
inferredcites →https://doi.org/10.3934/mbe.2019292openalex-snapshot
CAPTCHA recognition based on deep convolutional neural network
inferredcites →https://doi.org/10.48550/arxiv.1312.6082openalex-snapshot
Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1806.07202openalex-snapshot
An optimized system to solve text-based CAPTCHA
inferredcites →https://doi.org/10.5121/ijaia.2018.9302openalex-snapshot
An Optimized System to Solve Text-Based Captcha

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-030-65610-2_7openalex-snapshot
Revelio: A Lightweight Captcha Solver Using a Dictionary Based Approach
inferred← citeshttps://doi.org/10.1007/978-3-032-07373-0_9openalex-snapshot
Defeating CAPTCHAs with CNN-Based Image Recognition: Methods and Mitigation Strategies
inferred← citeshttps://doi.org/10.1007/978-981-16-3346-1_6openalex-snapshot
Spiral CAPTCHA with Adversarial Perturbation and Its Security Analysis with Convolutional Neural Network
inferred← citeshttps://doi.org/10.1007/978-981-95-2875-2_34openalex-snapshot
Recent Advances in CAPTCHA: A Review
inferred← citeshttps://doi.org/10.1007/978-981-96-2882-7_9openalex-snapshot
A High Accuracy Text CAPTCHA Recognition Approach Through Opertimized Vision Transformer
inferred← citeshttps://doi.org/10.1007/978-981-99-6755-1_33openalex-snapshot
A Novel Deep Learning Based Fully Automated Framework for Captcha Security Vulnerability Checking
inferred← citeshttps://doi.org/10.1007/s00422-023-00968-7openalex-snapshot
Extreme image transformations affect humans and machines differently
inferred← citeshttps://doi.org/10.1007/s00500-023-07883-wopenalex-snapshot
Offline handwritten Tai Le character recognition using wavelet deep convolution features and ensemble deep variationally sparse Gaussian processes
inferred← citeshttps://doi.org/10.1007/s00521-021-05957-0openalex-snapshot
Semi-supervised deep learning approach to break common CAPTCHAs
inferred← citeshttps://doi.org/10.1007/s10044-023-01146-yopenalex-snapshot
Script identification of ancient books by Chinese ethnic minorities using multi-branch DCNN and SPP
inferred← citeshttps://doi.org/10.1007/s13042-022-01675-8openalex-snapshot
Multiview deep learning-based attack to break text-CAPTCHAs
inferred← citeshttps://doi.org/10.1007/s42979-020-00445-zopenalex-snapshot
Benchmarks for Designing a Secure Devanagari CAPTCHA
inferred← citeshttps://doi.org/10.1016/j.jisa.2021.103036openalex-snapshot
UNI-CAPTCHA: A Novel Robust and Dynamic User-Non-Interaction CAPTCHA Model Based on Hybrid biLSTM+Softmax
inferred← citeshttps://doi.org/10.1016/j.neunet.2022.06.041openalex-snapshot
Breaking CAPTCHA with Capsule Networks
inferred← citeshttps://doi.org/10.1063/5.0175270openalex-snapshot
Intelligent robotic process automation that shall make captcha security ineffective
inferred← citeshttps://doi.org/10.1080/08839514.2022.2037254openalex-snapshot
The Emerging Threat of Ai-driven Cyber Attacks: A Review
inferred← citeshttps://doi.org/10.1109/bmsb53066.2021.9547185openalex-snapshot
An Optimal and Lightweight Convolutional Neural Network for Performance Evaluation in Smart Cities based on CAPTCHA Solving
inferred← citeshttps://doi.org/10.1109/cars61786.2024.10778641openalex-snapshot
When XAI Meets CAPTCHA: A Case Study
inferred← citeshttps://doi.org/10.1109/cbase60015.2023.10439128openalex-snapshot
Transformer Encoder for Efficient CAPTCHA Recognize
inferred← citeshttps://doi.org/10.1109/cedl60560.2023.00040openalex-snapshot
A Review on Text-based CAPTCHA Breaking Based on Deep Learning Methods
inferred← citeshttps://doi.org/10.1109/compsac61105.2024.00142openalex-snapshot
Breaking reCAPTCHAv2
inferred← citeshttps://doi.org/10.1109/etcm53643.2021.9590750openalex-snapshot
Text-based CAPTCHA Vulnerability Assessment using a Deep Learning-based Solver
inferred← citeshttps://doi.org/10.1109/icadee51157.2020.9368949openalex-snapshot
Designing a Text-based CAPTCHA Breaker and Solver by using Deep Learning Techniques
inferred← citeshttps://doi.org/10.1109/icetci58599.2023.10331187openalex-snapshot
CAPTCHA Recognition And Analysis Using Custom Based CNN Model - Capsecure
inferred← citeshttps://doi.org/10.1109/icimct.2025.00010openalex-snapshot
Visualizing Residuals for Optimized Text CAPTCHA Recognition
inferred← citeshttps://doi.org/10.1109/icwr57742.2023.10139078openalex-snapshot
Farsi CAPTCHA Recognition Using Attention-Based Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/iicccs61609.2024.10763718openalex-snapshot
Unveiling CAPTCHAs: Advanced CNN Techniques for High-Accuracy Recognition
inferred← citeshttps://doi.org/10.1109/iitcee67948.2026.11394520openalex-snapshot
Automated Numeric CAPTCHA Recognition: A Deep Learning Based Chrome Extension Approach
inferred← citeshttps://doi.org/10.1109/indicon59947.2023.10440750openalex-snapshot
Exploring self-supervised learning in Multiview captcha recognition
inferred← citeshttps://doi.org/10.1109/isi49825.2020.9280537openalex-snapshot
A Generative Adversarial Learning Framework for Breaking Text-Based CAPTCHA in the Dark Web
inferred← citeshttps://doi.org/10.1109/ispacs57703.2022.10082852openalex-snapshot
An Efficient ConvNet for Text-based CAPTCHA Recognition
inferred← citeshttps://doi.org/10.1109/smart55829.2022.10047661openalex-snapshot
Deep Learning Model to Identify Hide Images using CNN Algorithm
inferred← citeshttps://doi.org/10.1145/3439798openalex-snapshot
A Novel Attack on Monochrome and Greyscale Devanagari CAPTCHAs
inferred← citeshttps://doi.org/10.1145/3505226openalex-snapshot
Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence
inferred← citeshttps://doi.org/10.1145/3524010.3539498openalex-snapshot
A study on Accessibility of Google ReCAPTCHA Systems
inferred← citeshttps://doi.org/10.1145/3559754openalex-snapshot
An Experimental Investigation of Text-based CAPTCHA Attacks and Their Robustness
inferred← citeshttps://doi.org/10.1145/3660628openalex-snapshot
mCaptcha: Replacing Captchas with Rate limiters to Improve Security and Accessibility
inferred← citeshttps://doi.org/10.1177/15501329221097817openalex-snapshot
Vulnerability association evaluation of Internet of thing devices based on attack graph
inferred← citeshttps://doi.org/10.1186/s42400-025-00484-0openalex-snapshot
IReCAPTCHA: a robust image-reasoning CAPTCHA system
inferred← citeshttps://doi.org/10.15446/rev.fac.cienc.v15n2.117839openalex-snapshot
EVALUACIÓN DE LA VULNERABILIDAD DE CAPTCHAS MEDIANTE REDES NEURONALES CONVOLUCIONALES
inferred← citeshttps://doi.org/10.17586/2226-1494-2024-24-1-90-100openalex-snapshot
Automation of complex text СAPTCHA recognition using conditional generative adversarial networks
inferred← citeshttps://doi.org/10.21608/ijci.2021.207733openalex-snapshot
New CAPTCHA Approach for Securing Online Social Network and Webpages Using Extended Finite Automata (XFA CAPTCHA)
inferred← citeshttps://doi.org/10.2196/60184openalex-snapshot
From Doubt to Confidence—Overcoming Fraudulent Submissions by Bots and Other Takers of a Web-Based Survey
inferred← citeshttps://doi.org/10.22214/ijraset.2023.49669openalex-snapshot
Click and Session based Captcha as Graphical Password Authentication Process using AI Technology
inferred← citeshttps://doi.org/10.32604/cmc.2023.031245openalex-snapshot
An Improved Text-Based and Image-Based CAPTCHA Based on Solving and燫esponse Time
inferred← citeshttps://doi.org/10.3390/app13074602openalex-snapshot
A Survey on Adversarial Perturbations and Attacks on CAPTCHAs
inferred← citeshttps://doi.org/10.3390/app14125016openalex-snapshot
Adaptive CAPTCHA: A CRNN-Based Text CAPTCHA Solver with Adaptive Fusion Filter Networks
inferred← citeshttps://doi.org/10.3390/info15110717openalex-snapshot
Variational Color Shift and Auto-Encoder Based on Large Separable Kernel Attention for Enhanced Text CAPTCHA Vulnerability Assessment
inferred← citeshttps://doi.org/10.4018/979-8-3373-9755-9.ch002openalex-snapshot
Darknet Crawling and Threat Intelligence Analysis
inferred← citeshttps://doi.org/10.46604/ijeti.2024.13977openalex-snapshot
FEGAN: A High-Performance Font Enhancement Network for Text CAPTCHA Preprocessing
inferred← citeshttps://doi.org/10.51401/jinteks.v6i1.3801openalex-snapshot
MEMECAHKAN CAPTCHA-TEXT TERDISTORSI DENGAN CONVOLUTIONAL NEURAL NETWORK
inferred← citeshttps://doi.org/10.5220/0011273300003283openalex-snapshot
Tick Tock Break the Clock: Breaking CAPTCHAs on the Darkweb
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