What's up CAPTCHA?

作者: Rich Gossweiler , Maryam Kamvar , Shumeet Baluja

DOI: 10.1145/1526709.1526822

关键词:

摘要: We present a new CAPTCHA which is based on identifying an image's upright orientation. This task requires analysis of the often complex contents image, humans usually perform well and machines generally do not. Given large repository images, such as those from web search result, we use suite automated orientation detectors to prune images that can be automatically set easily. then apply social feedback mechanism verify remaining have human-recognizable The main advantages our technique over traditional text recognition techniques are it language-independent, does not require text-entry (e.g. for mobile device), employs another domain generation beyond character obfuscation. lends itself rapid implementation has almost limitless supply images. conducted extensive experiments measure viability this technique.

参考文章(28)
Shumeet Baluja, Yushi Jing, Henry A. Rowley, LARGE SCALE IMAGE-BASED ADULT-CONTENT FILTERING international conference on computer vision theory and applications. pp. 290- 296 ,(2006)
Lei Wang, Xu Liu, Lirong Xia, Guangyou Xu, Alfred Bruckstein, Image orientation detection with integrated human perception cues (or which way is up) international conference on image processing. ,vol. 2, pp. 539- 542 ,(2003) , 10.1109/ICIP.2003.1246736
Monica Chew, J Doug Tygar, Image Recognition CAPTCHAs international conference on information security. pp. 268- 279 ,(2004) , 10.1007/978-3-540-30144-8_23
Luis von Ahn, Manuel Blum, Nicholas J. Hopper, John Langford, CAPTCHA: using hard AI problems for security theory and application of cryptographic techniques. pp. 294- 311 ,(2003) , 10.1007/3-540-39200-9_18
Lei Zhang, Mingjing Li, Hong-Jiang Zhang, Boosting image orientation detection with indoor vs. outdoor classification workshop on applications of computer vision. pp. 95- 99 ,(2002) , 10.1109/ACV.2002.1182164
Philippe Golle, Machine learning attacks against the Asirra CAPTCHA Proceedings of the 5th Symposium on Usable Privacy and Security - SOUPS '09. pp. 45- ,(2009) , 10.1145/1572532.1572585
Rainer Lienhart, Alexander Hartmann, Classifying images on the web automatically Journal of Electronic Imaging. ,vol. 11, pp. 445- 454 ,(2002) , 10.1117/1.1502259
Kumar Chellapilla, Kevin Larson, Patrice Simard, Mary Czerwinski, Designing human friendly human interaction proofs (HIPs) Proceedings of the SIGCHI conference on Human factors in computing systems - CHI '05. pp. 711- 720 ,(2005) , 10.1145/1054972.1055070
Siwei Lyu, Automatic image orientation determination with natural image statistics Proceedings of the 13th annual ACM international conference on Multimedia - MULTIMEDIA '05. pp. 491- 494 ,(2005) , 10.1145/1101149.1101259
Tinne Tuytelaars, Krystian Mikolajczyk, Local Invariant Feature Detectors: A Survey ,(2008)