Paper

Deception for Cyber Defence: Challenges and Opportunities

Vision paper on automated generation of realistic deception artifacts with machine learning.

DecoyNetworkIdentity

What we know

Vision paper on automated generation of realistic deception artifacts with machine learning.

Evidence limits

The linked source supports a description of this resource, but this record does not yet document comparable outcomes or a specific critical review.

Reviewed: full text.

Full-text review · 2026-09-16

Design and scope

Vision paper covering ML generation of hosts, documents, activity and communications.

Main finding

Identifies scalable realistic generation as a central opportunity and organizes risks and research directions.

Evidence limits

It is neither a systematic review nor an evaluation of an integrated system.

Sources and provenance

  1. Deception for Cyber Defence: Challenges and Opportunities
    full-text · 2026-09-16

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

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