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GUIDEUnderstanding fake news, misinformation & disinformation

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2027 Fear Doesn't Go Viral, It Lingers: Spread, Affect, and Discourse of Food-Fear Content on TikTok Shin et al. · The Web Conference · Spread & networks, Platforms, policy & society2026 Do politics make us irrational? Van Bavel · Psychology & interventions, Platforms, policy & society2026 The dangers of the partisan brain Van Bavel · Psychology & interventions, Platforms, policy & society2026 Can you outsmart a troll (by thinking like one)? Wardle · Psychology & interventions, Platforms, policy & society2026 Fake News Theories: Harnessing Disciplinary Insights for Computational Modeling, Detection, and Explanation Cao et al. · arXiv · Detection methods, Platforms, policy & society2026 Presenting: The Bellingcat Online Open Source Investigations Toolkit Bellingcat · Deepfakes & multimodal, Fact-checking & verification2026 Investigating Media Manipulation and Disinformation Donovan · Platforms, policy & society, Spread & networks2026 Measuring and Reducing Misinformation Susceptibility Roozenbeek · PERITIA Workshop · Psychology & interventions, Detection methods2026 Algorithmic Intervention Decreases Polarization in Content Moderation Bertani et al. · arXiv · Platforms, policy & society, Spread & networks2026 Detector-Guided Vocoder Training for Adversarial Text-to-Speech Synthesis Cui et al. · arXiv · Deepfakes & multimodal, LLMs & generative AI2026 ReplayFactor: Replay-Aware Dual-Attribute Learning for Practical Speech Deepfake Detection He et al. · arXiv · Deepfakes & multimodal, Detection methods2026 GraphSeal: Graph-Augmented Speech Deepfake Detection via Temporal-Spectral Artifact Propagation Lee et al. · arXiv · Deepfakes & multimodal, Detection methods2026 When Imperfect Automated Fact-Checking Backfires: Social Learning in the Presence of Misinformation Liu & Cao · arXiv · Fact-checking & verification, Platforms, policy & society2026 CLRM: Cross-Layer Relation Modeling for Audio Deepfake Detection Qu et al. · arXiv · Deepfakes & multimodal, Detection methods2026 UniGADD: Universal Generator-Agnostic Deepfake Detector Tomczyk et al. · arXiv · Deepfakes & multimodal, Detection methods2026 DeepfakeGenome: Toward Next-Generation Deepfake Attribution Wang et al. · NeurIPS 2026 · Deepfakes & multimodal, Datasets & evaluation2026 VeriSpoof: Beyond Real or Fake with One Audio LLM Xiao & Dang · Technical Report · Deepfakes & multimodal, Detection methods2026 From Leniency to Suspicion: How an Open Post-Training Recipe Changes Whom LLM Fact-Checkers Believe AlDahoul & Zaki · arXiv · LLMs & generative AI, Platforms, policy & society2026 Statistical Detectability of Coordination Iannucci et al. · arXiv · Bots & coordinated campaigns, Datasets & evaluation2026 Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool Kimmeth et al. · arXiv · Detection methods, LLMs & generative AI2026 New Election, Same Old Story: How Tropes Form a Grammar of Election Rumors Prochaska et al. · arXiv · Spread & networks, Platforms, policy & society2026 The uneven rise of AI-generated web content Visokay et al. · arXiv · LLMs & generative AI, Datasets & evaluation2026 Where Does Rhetorical Distortion Live? A Multi-Platform, Multi-Language Measurement of Influencer Content Yu et al. · arXiv · Spread & networks, Detection methods2026 Friends as Sensors: High-Sensitivity Monitoring of Misinformation and Platform Dynamics via the Friendship Paradox Angermaier et al. · arXiv · Spread & networks, Datasets & evaluation