DocumentCode
41920
Title
Captcha as Graphical Passwords—A New Security Primitive Based on Hard AI Problems
Author
Zhu, Bin B. ; Yan, Jeff ; Guanbo Bao ; Maowei Yang ; Ning Xu
Author_Institution
Microsoft Res. Asia, Beijing, China
Volume
9
Issue
6
fYear
2014
fDate
Jun-14
Firstpage
891
Lastpage
904
Abstract
Many security primitives are based on hard mathematical problems. Using hard AI problems for security is emerging as an exciting new paradigm, but has been under-explored. In this paper, we present a new security primitive based on hard AI problems, namely, a novel family of graphical password systems built on top of Captcha technology, which we call Captcha as graphical passwords (CaRP). CaRP is both a Captcha and a graphical password scheme. CaRP addresses a number of security problems altogether, such as online guessing attacks, relay attacks, and, if combined with dual-view technologies, shoulder-surfing attacks. Notably, a CaRP password can be found only probabilistically by automatic online guessing attacks even if the password is in the search set. CaRP also offers a novel approach to address the well-known image hotspot problem in popular graphical password systems, such as PassPoints, that often leads to weak password choices. CaRP is not a panacea, but it offers reasonable security and usability and appears to fit well with some practical applications for improving online security.
Keywords
artificial intelligence; security of data; CaRP password; Captcha as graphical passwords; PassPoints; artificial intelligence; automatic online guessing attacks; dual-view technologies; hard AI problems; hard mathematical problems; image hotspot problem; online security; password choices; relay attacks; search set; security primitives; shoulder-surfing attacks; Animals; Artificial intelligence; Authentication; CAPTCHAs; Usability; Visualization; CaRP; Captcha; Graphical password; dictionary attack; hotspots; password; password guessing attack; security primitive;
fLanguage
English
Journal_Title
Information Forensics and Security, IEEE Transactions on
Publisher
ieee
ISSN
1556-6013
Type
jour
DOI
10.1109/TIFS.2014.2312547
Filename
6775249
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