CAPTCHA Using Strangeness in Machine Translation

  • Authors:
  • Takumi Yamamoto;J. D. Tygar;Masakatsu Nishigaki

  • Affiliations:
  • -;-;-

  • Venue:
  • AINA '10 Proceedings of the 2010 24th IEEE International Conference on Advanced Information Networking and Applications
  • Year:
  • 2010

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Abstract

CAPTCHA is a technique that is used to prevent automatic programs from being able to acquire free e-mail or online service accounts. However, as many researchers have already reported, conventional CAPTCHA could be overcome by state-of-the-art malware since the capabilities of computers are approaching those of humans. Therefore, CAPTCHA should be based on even more advanced human-cognitive-processing abilities. We propose using the human ability of recognizing “strangeness” to achieve a new CAPTCHA. This paper focuses on strangeness in machine-translated sentences as an example, and proposes CAPTCHA using Strangeness in Sentences (SS-CAPTCHA), which detects malware by checking if users can distinguish natural sentences created by humans from machine-translated sentences. We discuss possible threats to SS-CAPTCHA and countermeasures against these threats. We also carried out basic experiments to confirm its usability by human users.