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A password creation and validation system for social media platforms based on big data analytics

机译:基于大数据分析的社交媒体平台密码创建和验证系统

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摘要

In the era of social web, the number of accounts that users need to maintain and consequently the number of associated passwords has increased. This usually constraints users to select very weak passwords that can be easily remembered, yet easily compromised. Indeed, recent data breaches in major social networking platforms have shown that users are still using naive passwords such as 123456. To remedy this serious problem and taking advantage of the availability of real password datasets, we propose a novel methodology that can detect all frequent and non-frequent patterns. The results are used to develop a novel password creation and validation system that could improve the strength of a password.
机译:在社交网络时代,用户需要维护的帐户数量以及相关密码的数量已经增加。这通常会限制用户选择很容易记住但很容易泄露的非常弱的密码。确实,最近在主要社交网络平台上发生的数据泄露表明用户仍在使用诸如123456之类的幼稚密码。为解决此严重问题并利用实际密码数据集的可用性,我们提出了一种新颖的方法,可以检测所有频繁出现的密码和非频繁模式。结果被用于开发新颖的密码创建和验证系统,该系统可以提高密码强度。

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