Mining the Social Fabric: Unveiling Communities for Fake News Detection in Short Videos

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Gong, Haisong, Su, Bolan, Zhang, Xinrong, Li, Jing, Liu, Qiang, Wu, Shu, Wang, Liang
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Multimedia
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

FakeSV-VLM: Taming VLM for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter
di: Wang, Junxi, et al.
Pubblicazione: (2025)

FakingRecipe: Detecting Fake News on Short Video Platforms from the Perspective of Creative Process
di: Bu, Yuyan, et al.
Pubblicazione: (2024)

Exposing Cross-Modal Consistency for Fake News Detection in Short-Form Videos
di: Tian, Chong, et al.
Pubblicazione: (2026)

Consistency-aware Fake Videos Detection on Short Video Platforms
di: Wang, Junxi, et al.
Pubblicazione: (2025)

MViR: Multi-View Visual-Semantic Representation for Fake News Detection
di: Liang, Haochen, et al.
Pubblicazione: (2026)

Generalizing Video DeepFake Detection by Self-generated Audio-Visual Pseudo-Fakes
di: Wei, Zihe, et al.
Pubblicazione: (2026)

Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference
di: Li, Mingxin, et al.
Pubblicazione: (2025)

FMNV: A Dataset of Media-Published News Videos for Fake News Detection
di: Wang, Yihao, et al.
Pubblicazione: (2025)

Enhancing Fake News Video Detection via LLM-Driven Creative Process Simulation
di: Bu, Yuyan, et al.
Pubblicazione: (2025)

Exploring Modality Disruption in Multimodal Fake News Detection
di: Liu, Moyang, et al.
Pubblicazione: (2025)

Retrieval-Augmented Multimodal Model for Fake News Detection
di: Li, Yiheng, et al.
Pubblicazione: (2026)

FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection
di: Zhou, Ziyi, et al.
Pubblicazione: (2024)

Zero-Shot Fake Video Detection by Audio-Visual Consistency
di: Li, Xiaolou, et al.
Pubblicazione: (2024)

SEER: Semantic Enhancement and Emotional Reasoning Network for Multimodal Fake News Detection
di: Zhu, Peican, et al.
Pubblicazione: (2025)

T$^\text{3}$SVFND: Towards an Evolving Fake News Detector for Emergencies with Test-time Training on Short Video Platforms
di: Zhang, Liyuan, et al.
Pubblicazione: (2025)

Deconfounded Reasoning for Multimodal Fake News Detection via Causal Intervention
di: Liu, Moyang, et al.
Pubblicazione: (2025)

Music Grounding by Short Video
di: Xin, Zijie, et al.
Pubblicazione: (2024)

Official-NV: An LLM-Generated News Video Dataset for Multimodal Fake News Detection
di: Wang, Yihao, et al.
Pubblicazione: (2024)

KEN: Knowledge Augmentation and Emotion Guidance Network for Multimodal Fake News Detection
di: Zhu, Peican, et al.
Pubblicazione: (2025)

Personalized Playback Technology: How Short Video Services Create Excellent User Experience
di: Deng, Weihui, et al.
Pubblicazione: (2024)

Multimodal Fake News Video Explanation: Dataset, Analysis and Evaluation
di: Chen, Lizhi, et al.
Pubblicazione: (2025)

Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection
di: Zhou, Ziyi, et al.
Pubblicazione: (2025)

ISMAF: Intrinsic-Social Modality Alignment and Fusion for Multimodal Rumor Detection
di: Yu, Zihao, et al.
Pubblicazione: (2025)

FakeBench: Probing Explainable Fake Image Detection via Large Multimodal Models
di: Li, Yixuan, et al.
Pubblicazione: (2024)

DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection
di: Klemt, Marcel, et al.
Pubblicazione: (2025)

GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection
di: Dhawan, Mudit, et al.
Pubblicazione: (2022)

MDF: A Dynamic Fusion Model for Multi-modal Fake News Detection
di: Lv, Hongzhen, et al.
Pubblicazione: (2024)

Smaller is Better: Generative Models Can Power Short Video Preloading
di: Liu, Liming, et al.
Pubblicazione: (2026)

Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection
di: Zou, Heqing, et al.
Pubblicazione: (2024)

Startup Delay Aware Short Video Ordering: Problem, Model, and A Reinforcement Learning based Algorithm
di: Gao, Zhipeng, et al.
Pubblicazione: (2024)

Interpreting Multimodal Communication at Scale in Short-Form Video: Visual, Audio, and Textual Mental Health Discourse on TikTok
di: Zha, Mingyue, et al.
Pubblicazione: (2026)

Advance Fake Video Detection via Vision Transformers
di: Battocchio, Joy, et al.
Pubblicazione: (2025)

Learning Domain-Invariant Features for Out-of-Context News Detection
di: Gu, Yimeng, et al.
Pubblicazione: (2024)

Contextual Wireless Video Semantic Communication in MIMO-OFDM Systems
di: Xie, Bingyan, et al.
Pubblicazione: (2026)

Enhancing Fake News Detection in Social Media via Label Propagation on Cross-modal Tweet Graph
di: Zhao, Wanqing, et al.
Pubblicazione: (2024)

FakeParts: a New Family of AI-Generated DeepFakes
di: Liu, Ziyi, et al.
Pubblicazione: (2025)

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio
di: Li, Qingcao, et al.
Pubblicazione: (2026)

Divide and Conquer: Multimodal Video Deepfake Detection via Cross-Modal Fusion and Localization
di: Li, Qingcao, et al.
Pubblicazione: (2026)

PopSim: Social Network Simulation for Social Media Popularity Prediction
di: Liu, Yijun, et al.
Pubblicazione: (2025)

FLARE: Full-Modality Long-Video Audiovisual Retrieval Benchmark with User-Simulated Queries
di: You, Qijie, et al.
Pubblicazione: (2026)