CAPTCHA challenges present a ubiquitous hurdle for online security. These elaborate puzzles are designed to distinguish humans from machines, preventing malicious activities including spam and account creation. However, the increasingly sophisticated nature of CAPTCHAs has resulted in a race between developers who seek to defeat them. Methods range

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