AI vs. AI: Evaluation of CAPTCHA attack

AI vs. AI: Evaluation of CAPTCHA attack

Presenter(s)

Sai Bhargava Nidumolu

Comments

This poster reflects research conducted as part of a course project designed to give students experience in the research process. Course: CPS 595

Description

CAPTCHA stands for (Completely Automated Public Turing test) to distinguish Computers and Humans. The purpose of CAPTCHA is to verify whether the user trying to access the page/site is actually a human or just a bot. It is used to protect open web resources from being exploited. Although, hackers find a way to crack the CAPTCHA puzzles using different approaches. In this paper, we are going to evaluate different neural network architectures to crack image-based CAPTCHAs. Also, we would perform gap analysis on each model and compare them against one another .

Publication Date

4-22-2021

Project Designation

Course Project

Primary Advisor

Van Tam Nguyen

Primary Advisor's Department

Computer Science

Keywords

Stander Symposium project, College of Arts and Sciences

United Nations Sustainable Development Goals

Industry, Innovation, and Infrastructure

AI vs. AI: Evaluation of CAPTCHA attack

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