I am Robot: (Deep) Learning to Break Semantic Image CAPTCHAs

@article{Sivakorn2016IAR,
  title={I am Robot: (Deep) Learning to Break Semantic Image CAPTCHAs},
  author={Suphannee Sivakorn and Iasonas Polakis and Angelos D. Keromytis},
  journal={2016 IEEE European Symposium on Security and Privacy (EuroS&P)},
  year={2016},
  pages={388-403}
}
Since their inception, captchas have been widely used for preventing fraudsters from performing illicit actions. Nevertheless, economic incentives have resulted in an arms race, where fraudsters develop automated solvers and, in turn, captcha services tweak their design to break the solvers. Recent work, however, presented a generic attack that can be applied to any text-based captcha scheme. Fittingly, Google recently unveiled the latest version of reCaptcha. The goal of their new system is… CONTINUE READING
Highly Cited
This paper has 51 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 28 extracted citations

Robust Real Time Breaking of Image CAPTCHAs Using Inception v3 Model

2018 Eleventh International Conference on Contemporary Computing (IC3) • 2018
View 6 Excerpts
Highly Influenced

Learning to Associate Words and Images Using a Large-Scale Graph

2017 14th Conference on Computer and Robot Vision (CRV) • 2017
View 3 Excerpts
Highly Influenced

A Captcha Design Based on Visual Reasoning

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) • 2018
View 2 Excerpts

52 Citations

01020302016201720182019
Citations per Year
Semantic Scholar estimates that this publication has 52 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 49 references

Re: CAPTCHAs-Understanding CAPTCHA-Solving Services in an Economic Context

USENIX Security Symposium • 2010
View 5 Excerpts
Highly Influenced

Deep Visual-Semantic Alignments for Generating Image Descriptions

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2015
View 4 Excerpts
Highly Influenced

Dialing Back Abuse on Phone Verified Accounts

ACM Conference on Computer and Communications Security • 2014
View 3 Excerpts
Highly Influenced

Show and tell: A neural image caption generator

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) • 2015
View 2 Excerpts

Are you a robot? Introducing “No CAPTCHA reCAPTCHA

Google Online Security Blog
http://googleonlinesecurity.blogspot. com/2014/12/are-you-robot-introducing-no-captcha.html. • 2014
View 1 Excerpt

Similar Papers

Loading similar papers…