{"title":"Human factors in phishing: Understanding susceptibility and resilience","authors":"Ufuk Oner, Orcun Cetin, Erkay Savas","doi":"10.1016/j.csi.2025.104014","DOIUrl":null,"url":null,"abstract":"<div><div>This study examines the demographic and organizational factors influencing phishing susceptibility and incident reporting behaviors among employees in a large European financial organization following realistic phishing simulations and how these factors correlate with susceptibility to phishing attacks. In the phishing simulations campaign with 8,102 participants, unannounced, monthly phishing emails with different templates are sent during regular work hours over a duration of 2 years, and the reactions (clicking the link and reporting the phishing email) are collected. The results are combined with demographic and relevant organizational data such as age, gender, level of education, department type, tenure, and job level. Multivariate logistic regression models are developed to analyze the relationship between these variables and phishing behaviors.</div><div>The analysis reveals significant differences in susceptibility to and resilience against phishing attacks across various demographic and organizational groups. Older employees are more susceptible to phishing, while males show lower vulnerability to phishing attacks. Additionally, our results revealed that higher-level employees often under report phishing emails. These findings highlight the necessity for targeted anti-phishing training tailored to different demographics and departments within the organization and the importance of fostering a culture of incident reporting. Recommendations include customized cyber awareness training programs, regular awareness sessions, and incentivizing reporting.</div><div>Future research is encouraged to prioritize investigating the root causes of phishing behaviors and evaluating the effectiveness of training programs.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"94 ","pages":"Article 104014"},"PeriodicalIF":4.1000,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer Standards & Interfaces","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0920548925000431","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 0
Abstract
This study examines the demographic and organizational factors influencing phishing susceptibility and incident reporting behaviors among employees in a large European financial organization following realistic phishing simulations and how these factors correlate with susceptibility to phishing attacks. In the phishing simulations campaign with 8,102 participants, unannounced, monthly phishing emails with different templates are sent during regular work hours over a duration of 2 years, and the reactions (clicking the link and reporting the phishing email) are collected. The results are combined with demographic and relevant organizational data such as age, gender, level of education, department type, tenure, and job level. Multivariate logistic regression models are developed to analyze the relationship between these variables and phishing behaviors.
The analysis reveals significant differences in susceptibility to and resilience against phishing attacks across various demographic and organizational groups. Older employees are more susceptible to phishing, while males show lower vulnerability to phishing attacks. Additionally, our results revealed that higher-level employees often under report phishing emails. These findings highlight the necessity for targeted anti-phishing training tailored to different demographics and departments within the organization and the importance of fostering a culture of incident reporting. Recommendations include customized cyber awareness training programs, regular awareness sessions, and incentivizing reporting.
Future research is encouraged to prioritize investigating the root causes of phishing behaviors and evaluating the effectiveness of training programs.
期刊介绍:
The quality of software, well-defined interfaces (hardware and software), the process of digitalisation, and accepted standards in these fields are essential for building and exploiting complex computing, communication, multimedia and measuring systems. Standards can simplify the design and construction of individual hardware and software components and help to ensure satisfactory interworking.
Computer Standards & Interfaces is an international journal dealing specifically with these topics.
The journal
• Provides information about activities and progress on the definition of computer standards, software quality, interfaces and methods, at national, European and international levels
• Publishes critical comments on standards and standards activities
• Disseminates user''s experiences and case studies in the application and exploitation of established or emerging standards, interfaces and methods
• Offers a forum for discussion on actual projects, standards, interfaces and methods by recognised experts
• Stimulates relevant research by providing a specialised refereed medium.