2 papers
cs.CR2026
SoK: Analysis of Privacy Risks and Mitigation in Online Propaganda Detection through the PROMPT Framework
Dhiman Goswami, Al Nahian Bin Emran, Md Hasan Ullah Sadi +1
Online propaganda detection pipelines expose measurable privacy risks at multiple stages including data collection, feature extraction, and model inference. We conduct a structured…
cs.CR2025
TRIDENT -- A Three-Tier Privacy-Preserving Propaganda Detection Model in Mobile Networks using Transformers, Adversarial Learning, and Differential Privacy
Al Nahian Bin Emran, Dhiman Goswami, Md Hasan Ullah Sadi +1
The proliferation of propaganda on mobile platforms raises critical concerns around detection accuracy and user privacy. To address this, we propose TRIDENT - a three-tier propagan…