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Modeling Deception: A Case Study of Email Phishing 欺诈建模:以电子邮件钓鱼为例
Q3 Arts and Humanities Pub Date : 2021-12-15 DOI: 10.35492/docam/8/2/8
Abdullah Almoqbil, B. O'Connor, Rich Anderson, J. Shittu, Patrick McLeod
Information manipulation for deception continues to evolve at a remarkable rate. Artificial intelligence has greatly reduced the burden of combing through documents for evidence of manipulation; but it has also enabled the development of clever modes of deception. In this study, we modeled deception attacks by examining phishing emails that successfully evaded detection by the Microsoft 365 filtering system. The sample population selected for this study was the University of North Texas students, faculty, staff, alumni and retirees who maintain their university email accounts. The model explains why certain individuals and organizations are selected as targets, and identifies potential counter measures and counter attacks. Over a one-year period, 432 phishing emails with different features, characters, length, context and semantics successfully passed through Microsoft Office 365 filtering system. The targeted population ranged from 18 years old up to those of retirement age; ranged across educational levels from undergraduate through doctoral levels; and ranged across races. The unstructured data was preprocessed by filtering out duplicates to avoid overemphasizing a single attack. The term frequency-inverse document frequency (TF-IDF) and distribution of words over documents (topic modeling) were analyzed. Results show that staff and students were the main target audience, and the phishing email volume spiked in the summer and holiday season. The TF-IDF analysis showed that the phishing emails could be categorized under six categories: reward, urgency, job, entertainment, fear, and curiosity. Analysis showed that attackers use information gap theory to bait email recipients to open phishing emails with no subject line or very attractive subject line in about thirty percent of cases. Ambiguity remains the main stimulus used by phishing attackers, while the reinforcements used to misinform the targets range from positive reinforcements (prize, reward) to negative reinforcements (blackmail, potential consequences).
欺骗的信息操纵继续以惊人的速度发展。人工智能大大减轻了梳理文件以寻找操纵证据的负担;但它也使巧妙的欺骗方式得以发展。在这项研究中,我们通过检查成功躲过微软365过滤系统检测的钓鱼电子邮件来模拟欺骗攻击。本研究选择的样本人群是北德克萨斯大学的学生、教职员工、校友和退休人员,他们维护着自己的大学电子邮件账户。该模型解释了为什么某些个人和组织被选为目标,并确定了潜在的应对措施和反击。在一年的时间里,432封具有不同功能、字符、长度、上下文和语义的钓鱼电子邮件成功通过了Microsoft Office 365过滤系统。目标人群从18岁到退休年龄不等;从本科到博士的不同教育水平;并且分布在不同种族之间。非结构化数据通过过滤掉重复数据进行预处理,以避免过分强调单个攻击。分析了词频逆文档频率(TF-IDF)和词在文档中的分布(主题建模)。结果显示,员工和学生是主要目标受众,网络钓鱼电子邮件数量在夏季和假期激增。TF-IDF分析显示,钓鱼电子邮件可分为六类:奖励、紧迫感、工作、娱乐、恐惧和好奇心。分析表明,在大约30%的情况下,攻击者使用信息差距理论引诱电子邮件收件人打开没有主题行或主题行非常有吸引力的钓鱼电子邮件。歧义仍然是网络钓鱼攻击者使用的主要刺激因素,而用于误导目标的强化措施从正面强化(奖励、奖励)到负面强化(勒索、潜在后果)不等。
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引用次数: 0
The Documentality of “SMONG” as Social Control for Disaster Risk Reduction in Simeulue Island “SMONG”作为四穆鲁岛减少灾害风险的社会控制的文献性
Q3 Arts and Humanities Pub Date : 2021-12-15 DOI: 10.35492/docam/8/2/9
Rusdan Kamil, Dian Novita Fitriani, Niswa Nabila Sri Bintang Alam, Zulfatun Sofiyani
Aim – This study aims to analyze nandong smong as an oral tradition with the documentality approach by Frohmann. Design/Methodology/Approach – This study analyzes nandong smong using qualitative method, especially case study research. The data collected in this study used secondary data obtained from literature sources or journal documents and previous research related to nandong smong. In this research, data analysis document analysis. Finding – Nandong smong is one of the oral traditions that has become a disaster mitigation tool for the people of Simeulue. According to Frohmann's concept of documentality, Nandong Smong has four aspects of documentality, as follows functionality, historicity, social complexity, and autonomous agency. Nandong smong as an oral document still survives and has a role for the people of Simeulue to this day. As an oral document, nandong smong has a certain social function for the people of Simeulue which is different from other regions. Nandong smong has the power to affect the emotions of the Simeulue community so that it can become a disaster mitigation tool when a tsunami occurs. This was proven when there was a tsunami in 2004, Nandong Smong was able to save them from a tsunami
目的:本研究旨在运用弗罗曼的文献性研究方法,分析南东smong作为一种口述传统。设计/方法/方法-本研究采用定性方法,特别是案例研究,分析了南东smong。本研究采用文献资料、期刊文献及以往有关南东smong研究的二手资料。在本研究中,数据分析文献分析。发现-南东smong是口述传统之一,已成为Simeulue人民的减灾工具。根据弗罗曼的文献性概念,《南东Smong》具有四个方面的文献性,即功能性、历史性、社会复杂性和自主性。南东smong作为一种口头文件至今仍然存在,并为Simeulue人民发挥着作用。南东smong作为一种口述文献,对西蒙鲁人具有不同于其他地区的社会功能。南东smong具有影响Simeulue社区情绪的力量,因此当海啸发生时,它可以成为减灾工具。这一点在2004年发生海啸时得到了证明,南东Smong能够将他们从海啸中拯救出来
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引用次数: 2
Bringing Political Upheaval and Cultural Trauma into Order: A Document-Theoretical Approach to the Social Significance of Bibliographic Classification Systems 整理政治动荡与文化创伤:文献学研究书目分类系统的社会意义
Q3 Arts and Humanities Pub Date : 2021-12-15 DOI: 10.35492/docam/8/2/5
Joacim Hansson
This paper explores the ability to define bibliographic classification systems as socially significant documents in a way that goes beyond their immediate function in the information retrieval process. It does so in dialog with theory on documents and documentality, and knowledge organization theory. Two examples show how development of new classification systems address social and cultural structures in periods of rapid social and cultural change and crisis. The first example discusses the design of a classification system for Swedish public libraries in the late 1910s, and the second addresses the re-formulation of the Holocaust experience in American Jewish library classification practice in the 1950s and 1960s. Results indicate that social significance to classification systems influence the definition their institutional context in relation to wider social issues and movements. The character of this influence suggests research on documentality needs to address the relation between form and content in documents defined as reifications of social acts.
本文探讨了将书目分类系统定义为具有社会意义的文献的能力,这种能力超越了它们在信息检索过程中的直接功能。它与文献理论、文献性理论和知识组织理论相结合。两个例子表明,在社会和文化快速变化和危机时期,新分类系统的发展如何解决社会和文化结构问题。第一个例子讨论了1910年代末瑞典公共图书馆分类系统的设计,第二个例子论述了20世纪50年代和60年代美国犹太图书馆分类实践中大屠杀经验的重新制定。结果表明,分类系统的社会意义影响了其与更广泛的社会问题和运动相关的制度背景的定义。这种影响的特点表明,对文献性的研究需要解决被定义为社会行为具体化的文献中形式和内容之间的关系。
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引用次数: 1
Commuters’ Health Certificate as Social Control during the COVID-19 Pandemic 新冠肺炎大流行期间通勤者的健康证明作为社会控制
Q3 Arts and Humanities Pub Date : 2021-12-15 DOI: 10.35492/docam/8/2/3
Suprayitno, Rahmi, Lydia Christiani
In Indonesia, a regulation on large-scale social restrictions (“Pembatasan Sosial Berskala Besar” or PSBB) restricted citizens’ activities in the cultural, social, and economic sectors. These large-scale social restrictions also impact Jakarta’s activities from the commuting communities of Central Java, the Yogyakarta Special Region, and East Java Provinces. As a result, these commuters have become accustomed to travelling back to their hometowns every Friday afternoon. On Sundays, they return to Jakarta and arrive in Jakarta on Monday mornings to go to work. This activity is often referred to as “Pulang Jumat Kembali Ahad” (PJKA) or Going Home Every Friday Evening and Returning on Sunday. This paper then aims to examine the experience of PJKA actors during the crisis from the lens of document theory. The function of a health certificate free of COVID-19 is examined similarly to the function of a passport as a condition for entering the country. A sheet of health certificate free of COVID-19 is a derivative of the presidential regulation and the minister of transportation regulation, impacting documentality characteristics.
在印度尼西亚,一项关于大规模社会限制的规定(“Pembatasan social Berskala Besar”或PSBB)限制了公民在文化、社会和经济部门的活动。这些大规模的社会限制也影响了中爪哇、日惹特区和东爪哇省通勤社区的雅加达活动。因此,这些通勤者已经习惯了每周五下午回家。周日,他们返回雅加达,周一早上到达雅加达上班。这项活动通常被称为“Pulang Jumat Kembali Ahad”(PJKA)或每周五晚上回家,周日返回。然后,本文旨在从文献理论的角度审视PJKA参与者在危机中的经验。审查无COVID-19健康证明的功能与审查护照作为入境条件的功能类似。没有新冠病毒的健康证明书是总统条例和交通部长官条例的衍生品,影响了文件性特征。
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引用次数: 1
Take that COVID! Positive Documents Emerging from the Museum Sector 带上新冠病毒!博物馆行业涌现的正面文件
Q3 Arts and Humanities Pub Date : 2021-12-15 DOI: 10.35492/docam/8/2/13
K. Latham, Katherine Jaede
Although the field of museology has discussed many concepts found in other positive disciplines, such as flow in positive psychology, the field itself has not yet developed a purposeful framework for positive museology. A long history of research in museum studies and on museal endeavors reveals aspects of a positive approach already exist but have yet to be woven together into a synthetic whole. In 2020-2021, during the COVID-19 pandemic, museums themselves showed their positive strengths and virtues through documents such as social media and field-wide communication, revealing their capacity for a positive approach. This paper uses a developing framework for a positive museology as a starting point to exhibit the capacity of museums as sites for essential human flourishing
尽管博物馆学领域已经讨论了许多在其他积极学科中发现的概念,例如积极心理学中的流动,但该领域本身还没有为积极博物馆学建立一个有目的的框架。博物馆研究和博物馆努力的长期研究表明,积极方法的各个方面已经存在,但尚未编织成一个综合的整体。2020-2021年,在新冠肺炎大流行期间,博物馆本身通过社交媒体和现场交流等文件展示了它们积极的优势和美德,揭示了它们采取积极方法的能力。本文以积极博物馆学的发展框架为出发点,展示博物馆作为人类基本繁荣场所的能力
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引用次数: 2
On the Ground, Documents on My (Pandemic) Walks 在地面上,关于我(大流行病)行走的文件
Q3 Arts and Humanities Pub Date : 2021-12-15 DOI: 10.35492/docam/8/2/10
K. Latham
The pandemic has led us to a multitude of activities we have not done before. For me, this included hour-long walks around my new neighborhood every day, rain or shine. Before the pandemic, my “walks” were directed, as my goal was to get to work, not “have a walk.” Now, these walks are an integral part of my thinking—to both clear my mind and to learn. I listen to podcasts, audiobooks, and sometimes nothing at all. I have taken to very intentional looking on my walks, noticing the details on the houses, dreaming of what they might look like on the inside, watching the weather change and the plant life die and emerge again. I have also been noting the signs that pop up from my unknown neighbors in the form of yard signs, chalk drawings, flags with notes, unintended detritus, snowmen (and women) and artworks. I look down a lot now as well. I notice what is at my feet. I am endlessly fascinated with sidewalk documents. The obvious ones are wonderful, such as children’s drawings and little fairy (and dinosaur) scenes. But the cement stamps have really captured my attention. What stories do these sidewalks have to tell? What follows is a set of collages, documentation of documents I found on the ground during my pandemic walks—from the plant world, to the fairy world, to the seemingly mundane world of cement pouring. What emerged became a colorful and telling assortment of stories, both made up and real.
新冠疫情使我们开展了许多前所未有的活动。对我来说,这包括每天在我的新社区里散步一个小时,风雨无阻。在新冠疫情之前,我的“散步”是有指导的,因为我的目标是去上班,而不是“散步”。现在,这些散步是我思考的一个组成部分——既能理清思路,又能学习。我听播客、有声读物,有时什么都不听。我开始非常有意识地在散步时观察,注意到房子上的细节,梦想着它们在里面会是什么样子,看着天气变化,植物又死又冒。我还注意到了从我不知名的邻居那里弹出的标志,比如庭院标志、粉笔画、带注释的旗帜、意外的碎屑、雪人(和女人)和艺术品。我现在也经常往下看。我注意到脚下有什么。我对人行道上的文件着迷不已。显而易见的是很精彩的,比如儿童画和小仙女(和恐龙)的场景。但水泥邮票确实引起了我的注意。这些人行道上有什么故事?接下来是一组拼贴画,记录了我在疫情期间在地上发现的文件——从植物世界到童话世界,再到看似平凡的水泥浇筑世界。出现的故事变得丰富多彩,讲述了各种各样的故事,既有虚构的,也有真实的。
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引用次数: 0
Proceedings from the 2020 Annual Meeting of the Document Academy 文献学院2020年年会论文集
Q3 Arts and Humanities Pub Date : 2020-12-15 DOI: 10.35492/docam/7/1
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引用次数: 0
Proceedings from the 2019 Annual Meeting of the Document Academy 文件学院2019年年会论文集
Q3 Arts and Humanities Pub Date : 2019-12-13 DOI: 10.35492/docam/6/1
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引用次数: 0
A Research Program for Studying LAMs and Community in the Digital Age 数字时代LAM与社区研究计划
Q3 Arts and Humanities Pub Date : 2018-12-14 DOI: 10.35492/DOCAM/5/2/12
Andreas Vårheim, Roswitha Skare, Noah Lenstra, K. Latham, Geir Grenersen
Geir Grenersen University of Tromsø The Arctic University of Norway, geir.grenersen@uit.no Please ake a oment to shar how this ork helps you through this survey. Your feedback will be important as we plan further development of our repository. Follow this and additional works at: https://ideaexchange.uakron.edu/docam Part of the Civic and Community Engagement Commons, Communication Technology and New Media Commons, Cultural Resource Management and Policy Analysis Commons, Digital Humanities Commons, Interdisciplinary Arts and Media Commons, Library and Information Science Commons, Other History of Art, Architecture, and Archaeology Commons, and the Urban, Community and Regional Planning Commons
挪威北极大学,geir.grenersen@uit.no请花点时间分享一下这项工作是如何帮助你完成这项调查的。在我们计划进一步开发我们的存储库时,您的反馈将非常重要。请遵循以下内容和其他工作:https://ideaexchange.uakron.edu/docam公民和社区参与共享、通信技术和新媒体共享、文化资源管理和政策分析共享、数字人文共享、跨学科艺术和媒体共享、图书馆和信息科学共享、其他艺术史、建筑和考古共享以及城市、社区和区域规划共享
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引用次数: 4
Libraries and the Establishment of a Sámi Political Sphere 图书馆与Sámi政治领域的建立
Q3 Arts and Humanities Pub Date : 2018-12-14 DOI: 10.35492/DOCAM/5/2/7
Geir Grenersen
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引用次数: 2
期刊
Proceedings from the Document Academy
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