A Deep Dive into CAPTCHA Mechanisms and Their Evolution

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Hodade Pratiksha Satish; Krushna Babasaheb Dhadge; Gaurav AbhinayChaudhari; Riddhi Dattatray Waghmode; Prof.Madhavi Kulkarni

A Deep Dive into CAPTCHA Mechanisms and Their Evolution

Authors: Hodade Pratiksha Satish, Krushna Babasaheb Dhadge, Gaurav AbhinayChaudhari, Riddhi Dattatray Waghmode, Prof.Madhavi Kulkarni

Unique Paper ID: 171847
Volume: 11
Issue: 8
PageNo: 1681-1688

Keywords: CAPTCHA Adversarial Machine Learning User Experience Image Recognition Security Mechanisms.

Abstract:
This paper is a review on current text based, image-based, audio-base methods of CAPTCHA to make them easier for humans and harder for machines. It highlights the vulnerabilitie s of such systems to sophisticated machine learning attacks. Furthermore, the paper explores new ways to improve CAPTCHA security using adversarial machine learning techniques. It also discusses some changes like the game mechanism for fingerguessing, which is one of gamification techniques to improve user interaction and experience as well. This review provides an analysis of these developments to reveal the advantages and limitations different CAPTCHA methodologies as well potential for future advancements, underpinning the need for ongoing innovation in code design that is secure.

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ISSN: 2349-6002
Volume: 11
Issue: 8
PageNo: 1681-1688

A Deep Dive into CAPTCHA Mechanisms and Their Evolution

Available:https://ijirt.org/article?manuscript=171847

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

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