The Metric of Deception: Topological Singularities in Saturated RF Corridors

Key Points

• The aim is to develop a novel metric of deception informed by topological singularities in electromagnetic wavefields.
• Introduced a metric of deception using topological data analysis (TDA) and persistent homology.
• Analyzed electromagnetic wavefields in saturated RF corridors.
• Developed a framework for detecting and generating deception.
• Found that topological singularities can effectively indicate levels of deception in RF environments.
• Demonstrated the potential for improved robustness in deception detection and generation.