A three-tier pipeline with back-translation, NER masking, and label/text noise reports F1 0.83 for propaganda detection while claiming, but not measuring, differential privacy.
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TRIDENT -- A Three-Tier Privacy-Preserving Propaganda Detection Model in Mobile Networks using Transformers, Adversarial Learning, and Differential Privacy
A three-tier pipeline with back-translation, NER masking, and label/text noise reports F1 0.83 for propaganda detection while claiming, but not measuring, differential privacy.