Understanding the Efficacy of Phishing Training in Practice
Grant Ho, Ariana Mirian, Elisa Luo, Khang Tong, Euyhyun Lee, Lin Liu, Christopher A. Longhurst, Christian Dameff, Stefan Savage, Geoffrey M. Voelker
摘要
This paper empirically evaluates the efficacy of two ubiquitous forms of enterprise security training: annual cybersecurity awareness training and embedded anti-phishing training exercises. Specifically, our work analyzes the results of an 8-month randomized controlled experiment involving ten simulated phishing campaigns sent to over 19,500 employees at a large healthcare organization. Our results suggest that these efforts offer limited value. First, we find no significant relationship between whether users have recently completed cybersecurity awareness training and their likelihood of failing a phishing simulation. Second, when evaluating recipients of embedded phishing training, we find that the absolute difference in failure rates between trained and untrained users is extremely low across a variety of training content. Third, we observe that most users spend minimal time interacting with embedded phishing training material in-the-wild; and that for specific types of training content, users who receive and complete more instances of the training can have an increased likelihood of failing subsequent phishing simulations. Taken together, our results suggest that anti-phishing training programs, in their current and commonly deployed forms, are unlikely to offer significant practical value in reducing phishing risks.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper7
- A Sea of Cyber Threats: Maritime Cybersecurity from the Perspective of MarinersAnna Raymaker, Akshaya Kumar, Miuyin Yong Wong, Ryan Pickren 等CCS 2025 · 被引用 5 次
- Anti-Phishing Training (Still) Does Not Work: A Reproduction of Phishing Training Inefficacy Grounded in the NIST Phish ScaleAndrew T. Rozema, James C. DavisWWW 2026 · 被引用 1 次
- A Large-Scale Study of Personalized Phishing using Large Language ModelsStefan Czybik, Anne Josiane Kouam, Peter Heubl, Jan Magnus Nold 等USENIX Security 2026 · 被引用 1 次
- "Your imaging may be stone-cold normal, but if they look sick, they’re going to get admitted": An Investigation of Clinicians’ Perceptions of Impact & Likelihood of Security FailuresRonald E. Thompson III, Hamza Khalid, Hilary Fisher, Rhea Votipka 等USENIX Security 2026
- Quantifying Security Training in Organizations Through the Analysis of U.S. SEC 10-K FilingsJonas Hielscher, Maximilian GollaCCS 2025
它引用的顶会 Paper5
- Phishing in Organizations: Findings from a Large-Scale and Long-Term StudyDaniele Lain, Kari Kostiainen, Srdjan CapkunS&P 2022 · 被引用 92 次
- Content, Nudges and Incentives: A Study on the Effectiveness and Perception of Embedded Phishing TrainingDaniele Lain, Tarek Jost, Sinisa Matetic, Kari Kostiainen 等CCS 2024 · 被引用 9 次
- Simulated Stress: A Case Study of the Effects of a Simulated Phishing Campaign on Employees' Perception, Stress and Self-EfficacyMarkus Schöps, Marco Gutfleisch, Eric Wolter, M. Angela SasseUSENIX Security 2024 · 被引用 7 次
- Employees' Attitudes towards Phishing Simulations: "It's like when a child reaches onto the hot hob"Katharina Schiller, Florian Adamsky, Christian Eichenmüller, Matthias Reimert 等CCS 2024 · 被引用 5 次
- "To Do This Properly, You Need More Resources": The Hidden Costs of Introducing Simulated Phishing CampaignsLina Brunken, Annalina Buckmann, Jonas Hielscher, M. Angela SasseUSENIX Security 2023
相关 Paper
- Phishing Susceptibility and the (In-)Effectiveness of Common Anti-Phishing Interventions in a Large University HospitalJan Tolsdorf, David Langer, Luigi Lo IaconoCCS 2025
- Tips, Tricks, and Training: Supporting Anti-Phishing Awareness among Mid-Career Office Workers Based on Employees' Current PracticesAnne Clara Tally, Jacob Abbott, Ashley M. Bochner, Sanchari Das 等CHI 2023 · 被引用 12 次
- The Effects of Group Discussion and Role-playing Training on Self-efficacy, Support-seeking, and Reporting Phishing Emails: Evidence from a Mixed-design ExperimentXiaowei Chen, Margault Sacré, Gabriele Lenzini, Samuel Greiff 等CHI 2024 · 被引用 21 次
- What Mid-Career Professionals Think, Know, and Feel About Phishing: Opportunities for University IT Departments to Better Empower Employees in Their Anti-Phishing DecisionsAnne Clara Tally, Jacob Abbott, Ashley M. Bochner, Sanchari Das 等CSCW 2023 · 被引用 11 次
- It's a Match - Enhancing the Fit between Users and Phishing Training through PersonalisationLorin Schöni, Neele Roch, Hannah Sievers, Martin Strohmeier 等CHI 2025 · 被引用 5 次
