A statistical Markov-based password strength meter

被引:1
|
作者
Thai, Binh Le Thanh [1 ]
Tanaka, Hidema [1 ]
机构
[1] Natl Def Acad, Dept Comp Sci, Hashirimizu 1-10-20, Yokosuka, Kanagawa 2398686, Japan
关键词
Password strength; Markov model; Kullback-Leibler; Dictionary attack; Security; Privacy; VULNERABILITY ANALYSIS; SECURITY; MEMORABILITY; CRACKING;
D O I
10.1016/j.iot.2023.101057
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Although multi-factor authentication is gaining popularity, password-based authentication remains the most commonly employed method for both online login and data encryption. To help users choose secure passwords, password strength meters (PSMs) are a well-known and important tool. However, many PSMs still use simple rule sets or rely on heuristic results. With the continuous development of password-cracking methods, it is difficult for such PSMs to provide accurate assessment results. In this paper, we present a new PSM based on statistical results from a huge number of leaked passwords. The proposed method has a very simple structure, requires only a small amount of storage space, and succeeds in providing reliable feedback in real time. We also confirm the influence of linguistic features on user-created passwords and, therefore, recommend evaluating passwords based on the users' language.
引用
收藏
页数:10
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