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Using Aesthetic Judgements to Distinguish between Humans and Computers

2017/04/08 by Nasser Mohammed Al-Fannah, Al-Fannah, Nasser Mohammed · 1 voice
Computer Science · Neuroscience · Psychology · #Aesthetic Perception and Analysis #Cognitive psychology #Cognitive science #Computer science #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Innovative Human-Technology Interaction #Psychology #User Authentication and Security Systems #cs.CR

paper · pdf · doi:10.48550/arxiv.1704.02972

There are errors in the user trial described in 10.1.1 of the paper. Due to several reasons including that one of the described CAPTCHAs no longer exists, the author is unable to repeat the trial. However, it is important to note that the aforementioned trial only represents a small part of the results reported in the study. To the author's knowledge, the rest of the study is valid and sound

openalex publication_date 2017/04/08 · arxiv published 2017/04/08 · arxiv created 2019/07/08 · arxiv updated 2019/07/09 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

As a result of continuing advances in computer capabilities, it is becoming increasingly difficult to distinguish between humans and computers in the digital world. We propose using the fundamental human ability to distinguish between things that are aesthetically pleasing and those that are not as the basis of a method to verify that a communicating party is human. We discuss one possible implementation of this notion to develop a new CAPTCHA, the Aesthetic CAPTCHA, which we compare with widely used CAPTCHAs. Our initial analysis shows that, at least in theory, Aesthetic CAPTCHAs offer advantages over other schemes in terms of satisfying the full range of CAPTCHA requirements. More generally, using human aesthetic judgement adds a possible new dimension to the future design of Turing tests.

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