Cover Image

From Manipulation to Mistrust: Explaining Diverse Micro-Video Misinformation for Robust Debunking in the Wild

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zeng, Zhi, Yang, Yifei, Wu, Jiaying, Zhang, Xulang, Kong, Xiangzheng, Wan, Herun, Ma, Zihan, Luo, Minnan
Format:	Preprint
Published:	2026
Subjects:	Social and Information Networks Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DiFaR: Enhancing Multimodal Misinformation Detection with Diverse, Factual, and Relevant Rationales
by: Wan, Herun, et al.
Published: (2025)

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection
by: Wan, Herun, et al.
Published: (2025)

How Do Social Bots Participate in Misinformation Spread? A Comprehensive Dataset and Analysis
by: Wan, Herun, et al.
Published: (2024)

The Facade of Truth: Uncovering and Mitigating LLM Susceptibility to Deceptive Evidence
by: Wan, Herun, et al.
Published: (2026)

DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
by: Wan, Herun, et al.
Published: (2024)

GuessBench: Sensemaking Multimodal Creativity in the Wild
by: Zhu, Zifeng, et al.
Published: (2025)

Bot Meets Shortcut: How Can LLMs Aid in Handling Unknown Invariance OOD Scenarios?
by: Zheng, Shiyan, et al.
Published: (2025)

HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring
by: Su, Zhixiong, et al.
Published: (2025)

On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs
by: Wan, Herun, et al.
Published: (2024)

Generative Debunking of Climate Misinformation
by: Zanartu, Francisco, et al.
Published: (2024)

What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection
by: Feng, Shangbin, et al.
Published: (2024)

Forecasting the Buzz: Enriching Hashtag Popularity Prediction with LLM Reasoning
by: Xu, Yifei, et al.
Published: (2025)

Each Fake News is Fake in its Own Way: An Attribution Multi-Granularity Benchmark for Multimodal Fake News Detection
by: Guo, Hao, et al.
Published: (2024)

Mistrust
by: Carey, Matthew
Published: (2018)

'Debunk-It-Yourself': Health Professionals' Strategies for Responding to Misinformation on TikTok
by: Sharevski, Filipo, et al.
Published: (2024)

Debunking the Myth of Join Ordering: Toward Robust SQL Analytics
by: Zhao, Junyi, et al.
Published: (2025)

Mistrust -- Ethnographic Approximations
Published: (2018)

Disentangled Noisy Correspondence Learning
by: Dang, Zhuohang, et al.
Published: (2024)

GI-SLAM: Gaussian-Inertial SLAM
by: Liu, Xulang, et al.
Published: (2025)

Multi-Modal Dataset Distillation in the Wild
by: Dang, Zhuohang, et al.
Published: (2025)

What's Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews
by: Li, Fanxiao, et al.
Published: (2026)

Drifting Away from Truth: GenAI-Driven News Diversity Challenges LVLM-Based Misinformation Detection
by: Li, Fanxiao, et al.
Published: (2025)

Water‐Energy‐Carbon Nexus Within the Urban Eco‐Transformation of the Beijing‐Tianjin‐Hebei Region
by: Yifei Wang, et al.
Published: (2025)

Rethinking Verification for LLM Code Generation: From Generation to Testing
by: Ma, Zihan, et al.
Published: (2025)

WildPose: A Unified Framework for Robust Pose Estimation in the Wild
by: Zheng, Jianhao, et al.
Published: (2026)

Trust and Mistrust in the Economies of the China-Russia Borderlands
Published: (2018)

Debunking Myths
by: Scott Wich
Published: (2024)

A Systematic Analysis of Biases in Large Language Models
by: Zhang, Xulang, et al.
Published: (2025)

Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning
by: Chaubey, Ashutosh, et al.
Published: (2025)

CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection
by: Li, Fanxiao, et al.
Published: (2025)

Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference
by: Wang, Zhengjia, et al.
Published: (2025)

Using Persuasive Writing Strategies to Explain and Detect Health Misinformation
by: Kamali, Danial, et al.
Published: (2022)

Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval
by: Han, Haochen, et al.
Published: (2024)

Utility of SOX17 Immunohistochemical Stain in Serous Fluid Cytology Cell Block Specimens
by: Neharika Shrestha, et al.
Published: (2025)

From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing
by: Xiang, Chengrui, et al.
Published: (2025)

Mistrust and Backfire: Information on Government Responsiveness and Tax Compliance in China
by: Jay C. Kao
Published: (2025)

MMoE: Robust Spoiler Detection with Multi-modal Information and Domain-aware Mixture-of-Experts
by: Zeng, Zinan, et al.
Published: (2024)

ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting
by: Jia, Chengyou, et al.
Published: (2024)

Reality Lost: Markets of Attention, Misinformation and Manipulation
by: Hendricks, Vincent F., et al.
Published: (2018)

Debunk the Myth of SFT Generalization
by: Lin, Xiaofeng, et al.
Published: (2025)