Cover Image

Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gupta, Parul, Ghosh, Shreya, Gedeon, Tom, Do, Thanh-Toan, Dhall, Abhinav
Format:	Preprint
Published:	2025
Subjects:	Multimedia Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LayLens: Improving Deepfake Understanding through Simplified Explanations
by: Narang, Abhijeet, et al.
Published: (2025)

Improving Personalized Image Generation through Social Context Feedback
by: Gupta, Parul, et al.
Published: (2025)

MIP-GAF: A MLLM-annotated Benchmark for Most Important Person Localization and Group Context Understanding
by: Madan, Surbhi, et al.
Published: (2024)

Conditional Distribution Modelling for Few-Shot Image Synthesis with Diffusion Models
by: Gupta, Parul, et al.
Published: (2024)

AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset
by: Cai, Zhixi, et al.
Published: (2023)

Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit
by: Ghosh, Shreya, et al.
Published: (2023)

SFANet: Spatial-Frequency Attention Network for Deepfake Detection
by: Ahire, Vrushank, et al.
Published: (2025)

Gems: Group Emotion Profiling Through Multimodal Situational Understanding
by: Kataria, Anubhav, et al.
Published: (2025)

DiffAugment: Diffusion based Long-Tailed Visual Relationship Recognition
by: Gupta, Parul, et al.
Published: (2024)

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

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

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

AV-Deepfake1M++: A Large-Scale Audio-Visual Deepfake Benchmark with Real-World Perturbations
by: Cai, Zhixi, et al.
Published: (2025)

Manipulated Regions Localization For Partially Deepfake Audio: A Survey
by: He, Jiayi, et al.
Published: (2025)

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

SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms
by: Batra, Arnesh, et al.
Published: (2025)

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

CSGaze: Context-aware Social Gaze Prediction
by: Madan, Surbhi, et al.
Published: (2025)

A Multi-Embedding Convergence Network on Siamese Architecture for Fake Reviews
by: Dasgupta, Sankarshan, et al.
Published: (2024)

Zero-Shot Visual Deepfake Detection: Can AI Predict and Prevent Fake Content Before It's Created?
by: Sar, Ayan, et al.
Published: (2025)

Listening Deepfake Detection: A New Perspective Beyond Speaking-Centric Forgery Analysis
by: Liu, Miao, et al.
Published: (2026)

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

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

EMID: An Emotional Aligned Dataset in Audio-Visual Modality
by: Zou, Jialing, et al.
Published: (2023)

ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding
by: Zhang, Zhenxing, et al.
Published: (2024)

Memento: Augmenting Personalized Memory via Practical Multimodal Wearable Sensing in Visual Search and Wayfinding Navigation
by: Ghosh, Indrajeet, et al.
Published: (2025)

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

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

U-Sticker: A Large-Scale Multi-Domain User Sticker Dataset for Retrieval and Personalization
by: Chee, Heng Er Metilda, et al.
Published: (2025)

A review on Machine Learning based User-Centric Multimedia Streaming Techniques
by: Ghosh, Monalisa, et al.
Published: (2024)

From Talking to Singing: A New Challenge for Audio-Visual Deepfake Detection
by: Liu, Ke, et al.
Published: (2026)

Towards Signboard-Oriented Visual Question Answering: ViSignVQA Dataset, Method and Benchmark
by: Nguyen, Hieu Minh, et al.
Published: (2025)

MAVEN: Multi-modal Attention for Valence-Arousal Emotion Network
by: Ahire, Vrushank, et al.
Published: (2025)

Mining the Social Fabric: Unveiling Communities for Fake News Detection in Short Videos
by: Gong, Haisong, et al.
Published: (2025)

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

Cyber Vaccine for Deepfake Immunity
by: Chang, Ching-Chun, et al.
Published: (2023)

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

MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing
by: Ghosh, Shreya, et al.
Published: (2024)

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

Pixels Don't Lie (But Your Detector Might): Bootstrapping MLLM-as-a-Judge for Trustworthy Deepfake Detection and Reasoning Supervision
by: Kuckreja, Kartik, et al.
Published: (2026)