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GUIDEUnderstanding fake news, misinformation & disinformation

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2026 Friends as Sensors: High-Sensitivity Monitoring of Misinformation and Platform Dynamics via the Friendship Paradox Angermaier et al. · arXiv · Spread & networks, Datasets & evaluation2026 Birds of a Feather Flock Together: Network-Based Detection of Coordinated Disinformation Campaigns on Telegram Tsagkarakis et al. · SECRYPT · Bots & coordinated campaigns, Spread & networks2026 Conspiracy and Environment Communities on Reddit Sort Along Different Demographic Axes Sánchez-Cortés et al. · arXiv · Spread & networks, Psychology & interventions2026 Drowning in AI Slop: How Social Media Platforms (Do Not) Label AI and Deepfake Content under EU law Rijsbosch et al. · arXiv · Platforms, policy & society, Deepfakes & multimodal2026 VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation Huang et al. · NeurIPS 2026, Track on Evaluations and Datasets · LLMs & generative AI, Fact-checking & verification2026 AI-Enabled Human Memory Manipulation: Misleading AI-Generated Summaries Distort Human Memory Sim et al. · arXiv · LLMs & generative AI, Psychology & interventions2026 Setting the clock: Evaluating temporal window parameters for coordinated behavior detection Panayiotou et al. · AIDEM Workshop, ECML-PKDD 2026 · Bots & coordinated campaigns, Datasets & evaluation2026 To Trust or Not to Trust: Retrieval-Augmented Fact Checking in Speech Mazumder et al. · arXiv · Fact-checking & verification, LLMs & generative AI2026 Why Does Misinformation Propagate Faster? An Algorithmic Perspective on X Li & Gao · arXiv · Spread & networks, Platforms, policy & society2026 SoK: Formal Methods for Fact-Checking and Information Integrity Kekatos et al. · arXiv · Fact-checking & verification, LLMs & generative AI2026 VietPrism: A Large-Scale Vietnamese Speech and Deepfake Corpus with Diverse Dialects and Code-Switching Hoang & Le · arXiv · Deepfakes & multimodal, Datasets & evaluation2026 Strategic Opinion Manipulation in Multiplex Networks Ebrahimi & Franceschetti · arXiv · Spread & networks, Platforms, policy & society2026 Two Fault Lines: Latent Polarity Geometry in X Community Notes Andreou & Sirivianos · arXiv · Spread & networks, Platforms, policy & society2026 Making AI-Assisted Claims Independently Challengeable: Publication Authority and a Protocol for Falsifiable Publication Records Tiltack et al. · arXiv · LLMs & generative AI, Platforms, policy & society2026 Control-Theoretic Content Moderation Tessa et al. · arXiv · Platforms, policy & society, Spread & networks2026 A Multi-Stage Agentic Framework for Effective Counter-Narrative Generation and Refinement Kronfeld et al. · arXiv · LLMs & generative AI, Platforms, policy & society2026 How neighbourhood ideology shapes misinformation belief in densely tied social networks Karimi et al. · arXiv · Spread & networks, Psychology & interventions2026 Unifying Models of Intergroup Hostility in Online Discourse Gerard et al. · arXiv · Psychology & interventions, Spread & networks2026 Counter-GEO-Bench: Evaluating Defenses Against Information-Distorting Generative Engine Optimization Zheng et al. · arXiv · LLMs & generative AI, Datasets & evaluation2026 Lazy Grounding: Attacking Search Agents with Factual Evidence Zhang et al. · arXiv · Detection methods, LLMs & generative AI2026 CoVer: Conflict-Aware Claim Verification Zhang et al. · arXiv · Fact-checking & verification, Datasets & evaluation2026 A Multi-Branch Feature Fusion Approach for Health Misinformation Detection and Propagation Sikosana et al. · IEEE Access · Detection methods, Psychology & interventions2026 One AI Signal, Many Human Judgments: A Bayesian Cascade Analysis of AI-based Credibility Indicators in Online Information Spread Lu et al. · arXiv · Spread & networks, LLMs & generative AI2026 Social bots weaken activist cohesion Li et al. · arXiv · Bots & coordinated campaigns, Spread & networks