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Living Evidence Synthesis

Revision history

Attack Methods and Offender Strategies

Approved public versions are listed newest first. Drafts, unsuccessful generation attempts, and versions not yet published through this Research Insight are excluded.

Approved public versions

  1. Version 44

    Automated evidence-grounded revision attempt 1. Initial version: complete replacement synthesis prepared to align with the audited evidence constraints. This is the initial version of this synthesis.

    • Publications: 31 (-4)
    • Evidence statements: 298 (-24)
    • Cited sources: 31 (-4)

    Sources added: Bi-Directional Exploitation of Human Trafficking Victims: Both Targets and Perpetrators in Cybercrime; Crypto-Cognitive Exploitation: Integrating Cognitive, Social, and Technological perspectives on cryptocurrency fraud; Shifting routines and the industrialisation of scams: the impact of Covid-19 on deception crimes in Hong Kong; Strategic business movements? The migration of online romance fraudsters from Nigeria to Ghana.

    Sources removed: Legal Protection for Victims of Love Scam Crimes; Leveraging Naive Bayesian Machine Learning for Detecting Pig Butchering Scams: A Cybersecurity Social Engineering Perspective in Africa; Mental Health Impacts of Cybercrime; Romance baiting, cryptorom and ‘pig butchering’: an evolutionary step in romance fraud; and 4 more.

  2. Version 43

    Initial version: this synthesis consolidates and weights findings from the supplied reviewed evidence on offender tactics, staged sequences, grooming and persuasion mechanics, pig‑butchering hybrids, organizational forms, methodological limitations, and prioritized future directions. No prior-version evidence changes apply.

    • Publications: 35 (+6)
    • Evidence statements: 322 (+53)
    • Cited sources: 35 (+6)

    Sources added: Legal Protection for Victims of Love Scam Crimes; Leveraging Naive Bayesian Machine Learning for Detecting Pig Butchering Scams: A Cybersecurity Social Engineering Perspective in Africa; Love as Bait: A Scoping Review and Crime Script Analysis of Online Romance Scams; Meeting you was a fake: investigating the increase in romance fraud during COVID-19; and 15 more.

    Sources removed: Analysis of "Pig-Butchering Scam" Type of Network Fraud from the Legal Perspective; Analyzing the Evolving Modus Operandi of Romance Scams via Court Judgments: Crime Script and Policy Implications; A new type of victim? Profiling survivors of modern slavery in the online scam industry in Southeast Asia; Bi-Directional Exploitation of Human Trafficking Victims: Both Targets and Perpetrators in Cybercrime; and 9 more.

  3. Version 42

    Automated claim-level support repair round 1, correcting 2 passages from synthesis version 41.

  4. Version 41

    Automated evidence-grounded revision attempt 2. Initial version (no prior revision applied). This synthesis reproduces verbatim the audited protected passages specified by the review instructions and integrates them into a full replacement synthesis. No previously audited protected passage was altered; supporting evidence for preserved passages is the exact evidence set mandated by the audit. Where recommendations, gaps, or methodological cautions are stated, they are attached only to evidence r...

    • Publications: 29 (-1)
    • Evidence statements: 269 (-3)
    • Cited sources: 29 (-1)

    Sources removed: Do we need to know about cyberscams in neurorehabilitation? A cross-sectional scoping survey of Australasian clinicians and service providers.

  5. Version 40

    Automated evidence-grounded revision attempt 1. Initial version.

    • Publications: 30 (-4)
    • Evidence statements: 272 (-17)
    • Cited sources: 30 (-4)

    Sources added: Romance Scam: Victim Manipulation and Human Trafficking.

    Sources removed: Romance Scam and Legal Interpreting/Translation; The Frames of Romance Scamming; Understanding Cybercrime in Developing Economies: Insights from Agona Swedru, Ghana; Victimization Analysis Based On Routine Activitiy Theory for Cyber-Love Scam in Malaysia; and 1 more.

  6. Version 39

    Initial version: this synthesis is the first version produced from the supplied reviewed evidence. It consolidates stage‑model, corpus‑linguistic, offender‑perspective, experimental, convicted‑case, and blockchain‑forensic contributions in the supplied record set and identifies recurring empirical gaps and future‑research directions explicitly recommended in those records.

    • Publications: 34 (+5)
    • Evidence statements: 289 (-8)
    • Cited sources: 34 (+5)

    Sources added: Analysis of "Pig-Butchering Scam" Type of Network Fraud from the Legal Perspective; Analysis of a Cryptocurrency Investment Scam: Pig Butchering; Analyzing the Evolving Modus Operandi of Romance Scams via Court Judgments: Crime Script and Policy Implications; A Study on Romance Scam : The Current Situation and Effective Countermeasures; and 13 more.

    Sources removed: Amor, dependencia y aislamiento: El impacto psicológico del romance scam; Essays on the Rationality of Online Romance Scammers; Leveraging Naive Bayesian Machine Learning for Detecting Pig Butchering Scams: A Cybersecurity Social Engineering Perspective in Africa; Love, Lies, and Larceny: One Hundred Convicted Case Files of Cybercriminals with Eighty Involving Online Romance Fraud; and 8 more.

  7. Version 38

    Automated claim-level support repair round 1, correcting 4 passages from synthesis version 37.

  8. Version 37

    Automated evidence-grounded revision attempt 2. Initial version.

    • Publications: 29 (-1)
    • Evidence statements: 297 (-7)
    • Cited sources: 29 (-1)

    Sources removed: The Imperfect ‘Perfect’ Fraudster: Exploring How Vulnerability Framing, Fraudster Identity, and Victim Attachment Shape Financial Risk Perception.

  9. Version 36

    Automated evidence-grounded revision attempt 1. Initial version.

    • Publications: 30 (-3)
    • Evidence statements: 304 (+29)
    • Cited sources: 30 (-3)

    Sources added: Scam Techniques in Pig Butchering Scams: Case Study; The Imperfect ‘Perfect’ Fraudster: Exploring How Vulnerability Framing, Fraudster Identity, and Victim Attachment Shape Financial Risk Perception; What Money Can Do: Examining the Effects of Rewards on Online Romance Fraudsters’ Deceptive Strategies.

    Sources removed: A scoping review of online romance scams: Conceptual construction and comparative analysis; Exploring Fear of Crime for Those Targeted by Romance Fraud; Pig Butchering in Cybersecurity: A Modern Social Engineering Threat; Romance baiting, cryptorom and ‘pig butchering’: an evolutionary step in romance fraud; and 2 more.

  10. Version 35

    Initial version: no prior synthesis version was provided for comparison.

    • Publications: 33 (+3)
    • Evidence statements: 275 (-64)
    • Cited sources: 33 (+3)

    Sources added: A scoping review of online romance scams: Conceptual construction and comparative analysis; Do we need to know about cyberscams in neurorehabilitation? A cross-sectional scoping survey of Australasian clinicians and service providers; Emotional and financial costs of online dating scam: A phenomenological narrative of the experiences of victims of Nigerian romance fraudsters; Essays on the Rationality of Online Romance Scammers; and 14 more.

    Sources removed: Analyzing the Evolving Modus Operandi of Romance Scams via Court Judgments: Crime Script and Policy Implications; A Study on Romance Scam : The Current Situation and Effective Countermeasures; Digital Desires, Real Losses: The Complex World of Online Romance Fraud; Digital romance fraud targeting unmarried women; and 11 more.

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