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Controllable Fake Document Infilling for Cyber Deception

Bibliographic record on controllable fake documents. The abstract and findings still require review.

HoneytokenIdentity

What we know

Bibliographic record on controllable fake documents. The abstract and findings still require review.

Evidence limits

Human evaluation was costly, had little reviewer overlap and did not allow Kappa agreement calculation.

Reviewed: Full text.

Full-text review · 2026-09-16

Design and scope

Mask-then-infill generation evaluated on technical abstracts, patents and news with automatic and human evaluation.

Main finding

FDI aims to preserve plausibility while changing critical information and exceeds reported baselines.

Evidence limits

Human evaluation was costly, had little reviewer overlap and did not allow Kappa agreement calculation.

Sources and provenance

  1. Controllable Fake Document Infilling for Cyber Deception
    Full text · 2026-09-16

Reviewed: 2026-09-16. This record may change when new evidence is found.

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