ResearchBenchmarksHoneytoken Generation on LLM-HoneyGen 1.0 (test)Follow0.778Believability ScorePHANTOM0.567920.622460.6770.73154May 4, 2026Evaluation ResultsMethodMethodLinksBelievability ScoreSyntactic ScoreSemantic ScoreStatistical ScoreHuman Acceptance ScoreDetection Resistance ScoreComposite ScoreFooled Rate (B >= 0.65)PHANTOMMethod Type=LLM-Based...Method Type=LLM-Based Generation2026.050.7780.8760.7050.7410.870.813100TemplateMethod Type=Template-B...Method Type=Template-Based Baseline2026.050.5760.8420.3960.6380.0620.6090.5886.2