Web Authentication Biometric 3D Animated CAPTCHA System Using Artificial Intelligence and Machine Learning Approach
نویسندگان
چکیده
The internet and web security are integral aspects of our daily lives. Many commercial firms provide clients with services. For access, it is assumed that only the genuine user, who a human, will register. Yet automated hacking programs can also do registrations fake data consume lot bandwidth, slowing down or occasionally even shutting websites, leading to Distributed denial-of-service (DDOS) attacks. Completely Automated Public Turing test tell Computers Human Apart (CAPTCHA) solution. Complex CAPTCHA challenging for humans recognize, but simple AI decipher. With developments in neural networks machine learning bots mimicking becoming difficult distinguish apart. This generated need think some more innovative novel CAPTCHA. Now, utilizing same AIML approach increase efficacy make stronger against bot attack. Biometric 3D Animated (B3DA) Algorithm proposed this research based on Face Detection algorithm along handwritten animated characters selected randomly create string which makes identify very bots. results have proven be robust employed keep increasing each time tries break this.
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ژورنال
عنوان ژورنال: Journal of artificial intelligence and technology
سال: 2023
ISSN: ['2766-8649']
DOI: https://doi.org/10.37965/jait.2023.0216