Controllable Fake Document Infilling for Cyber Deception. (arXiv:2210.09917v2 [cs.AI] UPDATED)

Recent works in cyber deception study how to deter malicious intrusion by
generating multiple fake versions of a critical document to impose costs on
adversaries who need to identify the correct information. However, existing
approaches are context-agnostic, resulting in sub-optimal and unvaried outputs.
We propose a novel context-aware model, Fake Document Infilling (FDI), by
converting the problem to a controllable mask-then-infill procedure. FDI masks
important concepts of varied lengths in the document, then infills a realistic
but fake alternative considering …

cyber cyber deception deception document fake