Latest Research in Misinformation and Its Impacts

38 research papers · 2026 median publication year

Top Research Topics in Misinformation and Its Impacts

Highest-Cited Papers

  1. An authorship-centric AI framework for forensic identification of coordinated actors in social media astroturfing campaigns
  2. Structure-Aware Propagation Graph Learning for Platform-Side Rumor Risk Screening Under Limited Observation
  3. Comparative Analysis of Large Language Model in Assisting Cross-domain Rumor Detection
  4. Early detection effectiveness of fake news/information disorder classifiers using target-based emotions and stances on evolving social networks
  5. Research on Cultural Tourism Product Portfolio Optimization and Profit Attribution Based on Representation Learning and Causal Inference
  6. When Machines Lie Differently: Detecting AI vs Human Fake News
  7. Chained Attacks on Drone-Based Federated Learning: From Network Disruption to Device Impersonation
  8. A Forensic Text Analytics Framework for Fake Social Media Profile Detection
  9. The role of AI in combating misinformation: leveraging text mining and social networking analysis
  10. EASIER: multi-modal fake news detection via evidence-augmented scene graphs and interactive embedding reasoning
  11. Federated Lightweight Intrusion Detection in Drone Swarms with Knowledge Distillation
  12. Coordinated Deception: Generative Agents for Multi-Agent Fake News Generation
  13. Mitigating the Proliferation of Fake News on Social Media with Machine Learning Algorithms
  14. AROS-S: A Lightweight Onboard Anomaly Detector for Satellite Telemetry
  15. Mitigating the Proliferation of Fake News on Social Media with Machine Learning Algorithms
  16. Problematic English news analysis at different levels: Phrase, sentence, intent, and article
  17. Detecting AI-Generated E-Commerce Reviews with Sheaf-Hypergraph Consensus Residuals: Interpretable Signals and Cross-Domain Asymmetry
  18. H-FuseNet: A Hybrid Multi-Representation Fusion Framework for Robust Misinformation Detection
  19. Multimodal rumor detection enhanced by external evidence and forgery features
  20. Balancing the truth: social media misinformation detection via GraphSAGE and feature diversity
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2026 JUL Q4

Misinformation and Its Impacts

38 papers

Top Topics (10)

Misinformation and Its Impacts20
Spam and Phishing Detection3
Cryptography and Security2
Satellite Communication Systems2
Computation and Language2
Advanced Technologies in Various Fields1
Applications1
Machine Learning1
Social Robot Interaction and HRI1
Corporate Social Responsibility Reporting1

Top Publications (20)

1.An authorship-centric AI framework for forensic identification of coordinated actors in social media astroturfing campaigns2.Structure-Aware Propagation Graph Learning for Platform-Side Rumor Risk Screening Under Limited Observation3.Comparative Analysis of Large Language Model in Assisting Cross-domain Rumor Detection4.Early detection effectiveness of fake news/information disorder classifiers using target-based emotions and stances on evolving social networks5.Research on Cultural Tourism Product Portfolio Optimization and Profit Attribution Based on Representation Learning and Causal Inference6.When Machines Lie Differently: Detecting AI vs Human Fake News7.Chained Attacks on Drone-Based Federated Learning: From Network Disruption to Device Impersonation8.A Forensic Text Analytics Framework for Fake Social Media Profile Detection9.The role of AI in combating misinformation: leveraging text mining and social networking analysis10.EASIER: multi-modal fake news detection via evidence-augmented scene graphs and interactive embedding reasoning11.Federated Lightweight Intrusion Detection in Drone Swarms with Knowledge Distillation12.Coordinated Deception: Generative Agents for Multi-Agent Fake News Generation13.Mitigating the Proliferation of Fake News on Social Media with Machine Learning Algorithms14.AROS-S: A Lightweight Onboard Anomaly Detector for Satellite Telemetry15.Mitigating the Proliferation of Fake News on Social Media with Machine Learning Algorithms16.Problematic English news analysis at different levels: Phrase, sentence, intent, and article17.Detecting AI-Generated E-Commerce Reviews with Sheaf-Hypergraph Consensus Residuals: Interpretable Signals and Cross-Domain Asymmetry18.H-FuseNet: A Hybrid Multi-Representation Fusion Framework for Robust Misinformation Detection19.Multimodal rumor detection enhanced by external evidence and forgery features20.Balancing the truth: social media misinformation detection <i>via</i> GraphSAGE and feature diversity
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