Linguistic Red Flag Extraction And Highlighting

Unique: Provides transparent, human-readable explanations of detection logic by surfacing specific linguistic markers rather than treating the model as a black box. This educational approach helps users internalize scam detection patterns rather than blindly trusting a classification score.

vs others: More interpretable than pure neural network classifiers that cannot explain decisions, but less sophisticated than multi-modal systems that combine linguistic analysis with sender verification and URL reputation checks.