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Security threats for big data: a study on Enron e-mail dataset

机译:大数据的安全威胁:对安常电子邮件数据集的研究

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The world is advancing towards technological evolution day by day resulting in an exponential rise in Data. This massive volume of Data has introduced the idea of Big Data, which has captured the attention of business and IT scholars as a blessing and a source of immense opportunities for large organizations. Securing this huge amount of data has become a great concern in the field of information and communication technology. In this paper, we have conducted two studies to observe the security threats for big data: (a) first study was carried out on Enron email dataset (that contains about half a million of emails) to investigate the security challenges of big data in the field of email communication; and (b) second study was carried out on 35 undergraduate students to observe how phishing email generation based on users' intention or behavior may break the security system. The study results showed that big data analysis helps phishers to understand the behavior or interest of email users that can help them (phisher or hackers) to generate the phishing sites/emails to create big data security threats.
机译:世界上一天的技术演化推进,导致数据的指数上升。这种大规模的数据介绍了大数据的想法,这已经抓住了商业和IT学者作为大型组织的福利和巨大机遇的来源。确保这一大量数据已成为信息和通信技术领域的一个很好的关注点。在本文中,我们已经进行了两项研究,以遵守大数据的安全威胁:(a)首次研究在安然电子邮件数据集(包含大约五百万的电子邮件)上进行了调查大数据的安全挑战电子邮件通信领域; (b)第二项研究是在35名本科生开展,以观察基于用户意图或行为的网络钓鱼电子邮件如何打破安全系统。研究结果表明,大数据分析有助于检测能够帮助他们(PhiSher或黑客)来生成网络钓鱼站点/电子邮件以创建大数据安全威胁的行为或兴趣。

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