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Text-based captcha strengths and weaknesses
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Text-based captcha strengths and weaknesses

Available Media Publication (PDF) Slides (PDF)
Conference Computer and Communications Security (CCS) - 2011
Authors Elie Bursztein , Matthieu Martin , John C. Mitchell
Citation BibTeX
BibTeX
@inproceedings{Bursztein2011Text,
  title = {Text-based captcha strengths and weaknesses},
  author = {Elie Bursztein and Matthieu Martin and John C. Mitchell},
  booktitle = {Computer and Communications Security},
  year = {2011},
  organization = {ACM}
}

Warning:the attack techniques and design guidelines describedin this paper are obsolete due to the invention of generalized techniques to break text captchas as described in this paper.

We carry out a systematic study of existing visual CAPTCHAs based on distorted characters that are augmented with anti-segmentation techniques. Applying a systematic evaluation methodology to 15 current CAPTCHA schemes from popular web sites, we find that 13 are vulnerable to automated attacks. Based on this evaluation, we identify a series of recommendations for CAPTCHA designers and attackers, and possible future directions for producing more reliable human/computer distinguishers.

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