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SoK: Human-centered Phishing Susceptibility

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1001/jamanetworkopen.2019.0393openalex-snapshot
Assessment of Employee Susceptibility to Phishing Attacks at US Health Care Institutions
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EFFECTS OF NOISE, HEAT AND INDOOR LIGHTING ON COGNITIVE PERFORMANCE AND SELF-REPORTED AFFECT
inferredcites →https://doi.org/10.1007/978-3-030-40690-5_54openalex-snapshot
Predicting Personal Susceptibility to Phishing
inferredcites →https://doi.org/10.1007/978-3-319-07674-4_89openalex-snapshot
What Is the Influence of Users’ Characteristics on Their Ability to Detect Phishing Emails?
inferredcites →https://doi.org/10.1007/pl00005481openalex-snapshot
Varieties of impulsivity
inferredcites →https://doi.org/10.1007/s11409-019-09197-5openalex-snapshot
Better beware: comparing metacognition for phishing and legitimate emails
inferredcites →https://doi.org/10.1007/s11896-019-09334-5openalex-snapshot
The Psychology of Internet Fraud Victimisation: a Systematic Review
inferredcites →https://doi.org/10.1007/s40279-016-0672-0openalex-snapshot
The Effects of Mental Fatigue on Physical Performance: A Systematic Review
inferredcites →https://doi.org/10.1016/j.apergo.2020.103084openalex-snapshot
Email phishing and signal detection: How persuasion principles and personality influence response patterns and accuracy
inferredcites →https://doi.org/10.1016/j.chb.2012.06.031openalex-snapshot
In-class multitasking and academic performance
inferredcites →https://doi.org/10.1016/j.chb.2018.05.037openalex-snapshot
Phishing attempts among the dark triad: Patterns of attack and vulnerability
inferredcites →https://doi.org/10.1016/j.chb.2018.12.036openalex-snapshot
A new approach to modelling the effects of cognitive processing and threat detection on phishing susceptibility
inferredcites →https://doi.org/10.1016/j.cogbrainres.2005.04.011openalex-snapshot
Effects of mental fatigue on attention: An ERP study
inferredcites →https://doi.org/10.1016/j.cose.2012.12.003openalex-snapshot
Investigating phishing victimization with the Heuristic–Systematic Model: A theoretical framework and an exploration
inferredcites →https://doi.org/10.1016/j.dss.2011.03.002openalex-snapshot
Why do people get phished? Testing individual differences in phishing vulnerability within an integrated, information processing model
inferredcites →https://doi.org/10.1016/j.dss.2017.09.007openalex-snapshot
Information representation in decision making: The impact of cognitive style and depletion effects
inferredcites →https://doi.org/10.1016/j.ijhcs.2011.05.003openalex-snapshot
Modeling of operators' emotion and task performance in a virtual driving environment
inferredcites →https://doi.org/10.1016/j.ijhcs.2011.10.003openalex-snapshot
Juggling on a high wire: Multitasking effects on performance
inferredcites →https://doi.org/10.1016/j.ijhcs.2018.06.004openalex-snapshot
Exploring susceptibility to phishing in the workplace
inferredcites →https://doi.org/10.1016/j.jesp.2008.04.010openalex-snapshot
On being happy and gullible: Mood effects on skepticism and the detection of deception
inferredcites →https://doi.org/10.1016/j.tele.2021.101766openalex-snapshot
The impact of formal and informal organizational norms on susceptibility to phishing: Combining survey and field experiment data
inferredcites →https://doi.org/10.1016/s1364-6613(03)00028-7openalex-snapshot
Task switching
inferredcites →https://doi.org/10.1017/s004857720099005xopenalex-snapshot
Mental fatigue and task control: Planning and preparation
inferredcites →https://doi.org/10.1037/a0014855openalex-snapshot
Shifting moods, wandering minds: Negative moods lead the mind to wander.
inferredcites →https://doi.org/10.1037/a0018298openalex-snapshot
Does mind wandering reflect executive function or executive failure? Comment on Smallwood and Schooler (2006) and Watkins (2008).
inferredcites →https://doi.org/10.1038/s41598-017-14849-0openalex-snapshot
Effects of Sad and Happy Music on Mind-Wandering and the Default Mode Network
inferredcites →https://doi.org/10.1057/ejis.2015.21openalex-snapshot
How users perceive and respond to security messages: a NeuroIS research agenda and empirical study
inferredcites →https://doi.org/10.1080/0144929x.2018.1519599openalex-snapshot
How persuasive is phishing email? The role of authentic design, influence and current events in email judgements
inferredcites →https://doi.org/10.1080/0144929x.2019.1657180openalex-snapshot
Phishing: message appraisal and the exploration of fear and self-confidence
inferredcites →https://doi.org/10.1080/01611194.2019.1623343openalex-snapshot
Phishing in an academic community: A study of user susceptibility and behavior
inferredcites →https://doi.org/10.1080/01639625.2016.1254980openalex-snapshot
Capable Guardians in the Digital Environment: The Role of Digital Literacy in Reducing Phishing Victimization
inferredcites →https://doi.org/10.1080/03637759209376276openalex-snapshot
Putting the fear back into fear appeals: The extended parallel process model
inferredcites →https://doi.org/10.1093/geronb/gbaa228openalex-snapshot
Is This Phishing? Older Age Is Associated With Greater Difficulty Discriminating Between Safe and Malicious Emails
inferredcites →https://doi.org/10.1108/02683940310502412openalex-snapshot
Eustress, distress, and interpretation in occupational stress
inferredcites →https://doi.org/10.1108/09685221211219173openalex-snapshot
Why do some people manage phishing e‐mails better than others?
inferredcites →https://doi.org/10.1108/17410401011052869openalex-snapshot
The effect of stress and satisfaction on productivity
inferredcites →https://doi.org/10.1108/ics-03-2018-0038openalex-snapshot
Persuading end users to act cautiously online: a fear appeals study on phishing
inferredcites →https://doi.org/10.1108/oir-04-2015-0106openalex-snapshot
Individual processing of phishing emails
inferredcites →https://doi.org/10.1109/ecrime47957.2019openalex-snapshot
2019 APWG Symposium on Electronic Crime Research (eCrime)
inferredcites →https://doi.org/10.1109/edocw34543.2014openalex-snapshot
2014 IEEE 18th International Enterprise Distributed Object Computing Conference Workshops and Demonstrations
inferredcites →https://doi.org/10.1109/hicss35350.2015openalex-snapshot
2015 48th Hawaii International Conference on System Sciences
inferredcites →https://doi.org/10.1109/iit20237.2012openalex-snapshot
2012 International Conference on Innovations in Information Technology (IIT)
inferredcites →https://doi.org/10.1109/mc.1985.1662775openalex-snapshot
CHI '86 Conference on Human Factors in Computing Systems
inferredcites →https://doi.org/10.1109/smc35644.2016openalex-snapshot
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
inferredcites →https://doi.org/10.1111/j.1467-9280.2007.01948.xopenalex-snapshot
For Whom the Mind Wanders, and When
inferredcites →https://doi.org/10.1145/1299015.1299019openalex-snapshot
Behavioral response to phishing risk
inferredcites →https://doi.org/10.1145/1753326.1753383openalex-snapshot
Who falls for phish?
inferredcites →https://doi.org/10.1145/1897852.1897872openalex-snapshot
Understanding scam victims
inferredcites →https://doi.org/10.1145/1978942.1979459openalex-snapshot
F for fake
inferredcites →https://doi.org/10.1145/3336141openalex-snapshot
Susceptibility to Spear-Phishing Emails
inferredcites →https://doi.org/10.1145/3407023.3409178openalex-snapshot
Testing the effectiveness of tailored phishing techniques in industry and academia
inferredcites →https://doi.org/10.1145/3415231openalex-snapshot
How Experts Detect Phishing Scam Emails
inferredcites →https://doi.org/10.1145/3461672openalex-snapshot
Experimental Investigation of Technical and Human Factors Related to Phishing Susceptibility
inferredcites →https://doi.org/10.1177/0018720816665025openalex-snapshot
Quantifying Phishing Susceptibility for Detection and Behavior Decisions
inferredcites →https://doi.org/10.1177/0018720819855570openalex-snapshot
Which Phish Is on the Hook? Phishing Vulnerability for Older Versus Younger Adults
inferredcites →https://doi.org/10.1177/0018720821999174openalex-snapshot
So Many Phish, So Little Time: Exploring Email Task Factors and Phishing Susceptibility
inferredcites →https://doi.org/10.1177/0093650215627483openalex-snapshot
Suspicion, Cognition, and Automaticity Model of Phishing Susceptibility
inferredcites →https://doi.org/10.1177/0735633117699232openalex-snapshot
Using an Interactive Online Quiz to Recalibrate College Students’ Attitudes and Behavioral Intentions About Phishing
inferredcites →https://doi.org/10.1177/1071181319631171openalex-snapshot
Proceedings of the Human Factors and Ergonomics Society 2019 Annual Meeting
inferredcites →https://doi.org/10.1177/1557234x11410385openalex-snapshot
Affective Interaction
inferredcites →https://doi.org/10.1186/s13673-020-00237-7openalex-snapshot
Don’t click: towards an effective anti-phishing training. A comparative literature review
inferredcites →https://doi.org/10.1287/isre.2014.0522openalex-snapshot
Research Note—Influence Techniques in Phishing Attacks: An Examination of Vulnerability and Resistance
inferredcites →https://doi.org/10.1287/isre.2016.0680openalex-snapshot
Coping Responses in Phishing Detection: An Investigation of Antecedents and Consequences
inferredcites →https://doi.org/10.1371/journal.pone.0224216openalex-snapshot
Informing, simulating experience, or both: A field experiment on phishing risks
inferredcites →https://doi.org/10.14257/ijsia.2016.10.1.23openalex-snapshot
Phishing Attacks and Defenses
inferredcites →https://doi.org/10.17705/1jais.00442openalex-snapshot
Overconfidence in Phishing Email Detection
inferredcites →https://doi.org/10.17705/1jais.00447openalex-snapshot
Got Phished? Internet Security and Human Vulnerability
inferredcites →https://doi.org/10.2139/ssrn.3317498openalex-snapshot
Why Employees (Still) Click on Phishing Links: An Investigation in Hospitals
inferredcites →https://doi.org/10.2307/2086695openalex-snapshot
Human Behavior and the Principle of Least Effort: An Introduction to Human Ecology.
inferredcites →https://doi.org/10.2308/jis.2010.24.2.79openalex-snapshot
The Effects of Information Presentation Format on Judgment and Decision Making: A Review of the Information Systems Research
inferredcites →https://doi.org/10.3390/su13041651openalex-snapshot
Mindless Response or Mindful Interpretation: Examining the Effect of Message Influence on Phishing Susceptibility
inferredcites →https://doi.org/10.3758/bf03210724openalex-snapshot
Accounts of the confidence-accuracy relation in recognition memory
inferredcites →https://doi.org/10.3758/s13428-020-01495-0openalex-snapshot
The Phishing Email Suspicion Test (PEST) a lab-based task for evaluating the cognitive mechanisms of phishing detection
inferredcites →https://doi.org/10.3929/ethz-b-000588856openalex-snapshot
Phishing in Organizations: Findings from a Large-Scale and Long-Term Study
inferredcites →https://doi.org/10.4018/ijcbpl.2015100101openalex-snapshot
Will the “Phisher-Men” Reel You In?
inferredcites →https://doi.org/10.4300/jgme-d-12-00156.1openalex-snapshot
Using Effect Size—or Why the P Value Is Not Enough
inferredcites →https://doi.org/10.4324/9780203771587openalex-snapshot
Statistical Power Analysis for the Behavioral Sciences
inferredcites →https://doi.org/10.48550/arxiv.1605.04717openalex-snapshot
Do Users Focus on the Correct Cues to Differentiate Between Phishing and Genuine Emails?
inferredcites →https://doi.org/10.48550/arxiv.2108.04766openalex-snapshot
Falling for Phishing: An Empirical Investigation into People's Email Response Behaviors

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-94455-0_14openalex-snapshot
ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection
inferred← citeshttps://doi.org/10.1007/978-3-032-02018-5_22openalex-snapshot
Trick or Treat: A Study of Human Detection of Manipulative Tactics in Phishing Emails
inferred← citeshttps://doi.org/10.1007/978-3-032-02949-2_28openalex-snapshot
Advanced Persistent Threat Detection Using Isolation Forest Algorithm
inferred← citeshttps://doi.org/10.1007/978-3-032-07884-1_25openalex-snapshot
StructTransform: A Scalable Attack Surface for Safety-Aligned Large Language Models
inferred← citeshttps://doi.org/10.1007/978-3-032-18109-1_10openalex-snapshot
Cybersecurity Risk and Robo-Advisory
inferred← citeshttps://doi.org/10.1007/978-3-032-35586-7_16openalex-snapshot
Weaponizing Social Networks for Phishing Target Selection at Scale
inferred← citeshttps://doi.org/10.1007/978-3-032-37274-1_30openalex-snapshot
Temporal Evolution and Conceptual Fragmentation of Research on Human Behavior in Social Engineering Cybersecurity
inferred← citeshttps://doi.org/10.1007/s13748-026-00448-6openalex-snapshot
Phishing in the age of distributed intelligence: taxonomies, detection strategies, and the emerging role of federated learning
inferred← citeshttps://doi.org/10.1016/j.apergo.2022.103887openalex-snapshot
The role of cue utilization in the detection of phishing emails
inferred← citeshttps://doi.org/10.1016/j.apergo.2024.104309openalex-snapshot
The roles of phishing knowledge, cue utilization, and decision styles in phishing email detection
inferred← citeshttps://doi.org/10.1016/j.chb.2026.109191openalex-snapshot
Who Falls for the Bait? Deciphering the Psychological Architecture and Network Dynamics of Vulnerable Youth
inferred← citeshttps://doi.org/10.1016/j.cose.2024.104197openalex-snapshot
SoK: The past decade of user deception in emails and today’s email clients’ susceptibility to phishing techniques
inferred← citeshttps://doi.org/10.1016/j.cose.2026.105007openalex-snapshot
Digital arrest: Development and validation of a psychometric scale for susceptibility to digital arrest
inferred← citeshttps://doi.org/10.1016/j.cose.2026.105096openalex-snapshot
What makes people susceptible to phishing attacks: A systematic literature review and future research agenda
inferred← citeshttps://doi.org/10.1016/j.cose.2026.105108openalex-snapshot
PRISM-SE: Calibrated social engineering risk assessment with non-circular proxies
inferred← citeshttps://doi.org/10.1016/j.cosrev.2026.101025openalex-snapshot
Why educated users still click: a review on phishing and the limits of human judgment
inferred← citeshttps://doi.org/10.1057/s41599-024-03412-8openalex-snapshot
Friend or phisher: how known senders and fear of missing out affect young adults' phishing susceptibility on social media
inferred← citeshttps://doi.org/10.1093/cybsec/tyae021openalex-snapshot
The unpredictability of phishing susceptibility: results from a repeated measures experiment
inferred← citeshttps://doi.org/10.1093/cybsec/tyaf034openalex-snapshot
University students' security behavior against email phishing attacks: insights from the health belief model
inferred← citeshttps://doi.org/10.1093/cybsec/tyag017openalex-snapshot
A Literature Review of Social Engineering Countermeasures: Temporality as a Harmonizing and Extending Factor
inferred← citeshttps://doi.org/10.1108/ics-07-2024-0163openalex-snapshot
Persuasion under pressure: the influence of persuasion principles and time constraints on phishing email susceptibility
inferred← citeshttps://doi.org/10.1109/access.2022.3207272openalex-snapshot
Avoiding the Hook: Influential Factors of Phishing Awareness Training on Click-Rates and a Data-Driven Approach to Predict Email Difficulty Perception
inferred← citeshttps://doi.org/10.1109/access.2025.3555157openalex-snapshot
SoK: Grouping Spam and Phishing Email Threats for Smarter Security
inferred← citeshttps://doi.org/10.1109/access.2025.3599454openalex-snapshot
Machine Learning for Early Detection of Phishing URLs in Parked Domains: An Approach Applied to a Financial Institution
inferred← citeshttps://doi.org/10.1109/access.2025.3615788openalex-snapshot
Securing the Weakest Link: Exploring Affective States Exploited in Phishing Emails With Large Language Models
inferred← citeshttps://doi.org/10.1109/access.2025.3629370openalex-snapshot
Fed-urlBERT: Client-Split Federated BERT for Malicious URL Detection
inferred← citeshttps://doi.org/10.1109/comsnets67989.2026.11418279openalex-snapshot
Red Flags in the Browser: Detecting Impulsive Clicks for Adaptive Cybersecurity
inferred← citeshttps://doi.org/10.1109/edm69524.2026.11632151openalex-snapshot
The Synthesis of Deception: AI-Driven Visual Personification and Adaptive Phishing in Modern Social Engineering
inferred← citeshttps://doi.org/10.1109/isscc49661.2025.10904583openalex-snapshot
35.4: A Miniature Biomedical Implant Secured by Two-Factor Authentication with Emergency Access
inferred← citeshttps://doi.org/10.1109/picom68402.2025.00025openalex-snapshot
A Deep Experimental Study of Ensemble-Based Phishing Detection in Centralised and Federated Settings
inferred← citeshttps://doi.org/10.1109/sp63933.2026.00200openalex-snapshot
From “Be Careful” to “Here's Why”: Investigating User Reasoning with Context-Specific SMS Scam Warnings
inferred← citeshttps://doi.org/10.1109/tcss.2022.3201153openalex-snapshot
Discovering the Correlation Between Phishing Susceptibility Causing Data Biases and Big Five Personality Traits Using C-GAN
inferred← citeshttps://doi.org/10.1109/tdsc.2024.3425908openalex-snapshot
Real-Time, Evidence-Based Alerts for Protection From Phishing Attacks
inferred← citeshttps://doi.org/10.1145/3633500.3633504openalex-snapshot
Human-centered Behavioral and Physiological Security
inferred← citeshttps://doi.org/10.1145/3638380.3638434openalex-snapshot
A Large-Scale Study of Device and Link Presentation in Email Phishing Susceptibility
inferred← citeshttps://doi.org/10.1145/3658644.3690348openalex-snapshot
Content, Nudges and Incentives: A Study on the Effectiveness and Perception of Embedded Phishing Training
inferred← citeshttps://doi.org/10.1145/3688459.3688465openalex-snapshot
Eyes on the Phish(er): Towards Understanding Users' Email Processing Pattern and Mental Models in Phishing Detection
inferred← citeshttps://doi.org/10.1145/3688459.3688481openalex-snapshot
An analysis of phishing reporting activity in a bank
inferred← citeshttps://doi.org/10.1145/3706598.3714143openalex-snapshot
Precision Email Simulator for Research on Safety-Critical Phishing Behaviour
inferred← citeshttps://doi.org/10.1145/3706598.3714267openalex-snapshot
Judging Phishing Under Uncertainty: How Do Users Handle Inaccurate Automated Advice?
inferred← citeshttps://doi.org/10.1145/3715336.3735812openalex-snapshot
Cracking Aegis: An Adversarial LLM-based Game for Raising Awareness of Vulnerabilities in Privacy Protection
inferred← citeshttps://doi.org/10.1145/3719027.3760725openalex-snapshot
Poster: Impulse in the Clickstream: Behavioral Insights from Browsing History
inferred← citeshttps://doi.org/10.1145/3719027.3765164openalex-snapshot
Phishing Susceptibility and the (In-)Effectiveness of Common Anti-Phishing Interventions in a Large University Hospital
inferred← citeshttps://doi.org/10.1145/3799891openalex-snapshot
AI-Generated Phishing: Combining Human Behavior with Post Content to Assess Susceptibility
inferred← citeshttps://doi.org/10.1145/3829371openalex-snapshot
MORPHEUS: A Multidimensional Framework for Modeling, Measuring, and Mitigating Human Factors in Cybersecurity
inferred← citeshttps://doi.org/10.1177/00187208251363406openalex-snapshot
Untangling the Web of Deceit: Examining Shared User Susceptibility Across Five Types of Digital Deceptions
inferred← citeshttps://doi.org/10.1177/10711813241264204openalex-snapshot
Where Do Users Look When Deciding If a Text Message is Safe or Malicious?
inferred← citeshttps://doi.org/10.2139/ssrn.4818773openalex-snapshot
Sok: The Past Decade of User Deception in Emails and Today's Email Clients’ Susceptibility to Phishing Techniques
inferred← citeshttps://doi.org/10.2139/ssrn.5392529openalex-snapshot
Securing Sideways: Thwarting Lateral Movement by Implementing Active Directory Tiering
inferred← citeshttps://doi.org/10.2139/ssrn.5971320openalex-snapshot
Securing the Digital Future of SMEs: A Systematic Exploration of Cybersecurity and Data Privacy
inferred← citeshttps://doi.org/10.32604/cmc.2024.057211openalex-snapshot
ML-SPAs: Fortifying Healthcare Cybersecurity Leveraging Varied Machine Learning Approaches against Spear Phishing Attacks
inferred← citeshttps://doi.org/10.32604/jcs.2025.059712openalex-snapshot
A Conceptual Framework for Cybersecurity Awareness
inferred← citeshttps://doi.org/10.3390/app15073431openalex-snapshot
Research on the Credulity of Spear-Phishing Attacks for Lithuanian Education Institutions’ Employees
inferred← citeshttps://doi.org/10.3390/electronics15102196openalex-snapshot
A Culturally Aware LLM Framework for Analyzing Social Engineering Tactics in Korean Phishing Messages
inferred← citeshttps://doi.org/10.3390/fi16010031openalex-snapshot
Investigation of Phishing Susceptibility with Explainable Artificial Intelligence
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South Africans’ susceptibility to phishing attacks
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