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nDPI–RF Fusion for Algorithmic Manipulation Detection

We present a reproducible pipeline that fuses RF
features with deep packet inspection (DPI) signals for algorithmic
manipulation detection. Our CPU-only benchmark sweeps SNR
and random blockers, reports F1 vs. SNR, and calibrates a unified
risk score with a reliability diagram..