CAM-VFD: Cross-Attention Multimodal Video Forgery Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Elkhodary, Hoda Osama, Youssef, Sherin Mostafa, Elshenawy, Marwa, Sobhy, Dalia |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization
by: Zhang, Fanrui, et al.
Published: (2024)
by: Zhang, Fanrui, et al.
Published: (2024)
Signature Forgery Detection: Improving Cross-Dataset Generalization
by: Parracho, Matheus Ramos
Published: (2025)
by: Parracho, Matheus Ramos
Published: (2025)
Video Forgery Detection for Surveillance Cameras: A Review
by: Tayfor, Noor B., et al.
Published: (2025)
by: Tayfor, Noor B., et al.
Published: (2025)
BENet: A Cross-domain Robust Network for Detecting Face Forgeries via Bias Expansion and Latent-space Attention
by: Liu, Weihua, et al.
Published: (2024)
by: Liu, Weihua, et al.
Published: (2024)
Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
by: Li, Zhengcen, et al.
Published: (2026)
by: Li, Zhengcen, et al.
Published: (2026)
Band-Attention Modulated RetNet for Face Forgery Detection
by: Zhang, Zhida, et al.
Published: (2024)
by: Zhang, Zhida, et al.
Published: (2024)
FakeRadar: Probing Forgery Outliers to Detect Unknown Deepfake Videos
by: Li, Zhaolun, et al.
Published: (2025)
by: Li, Zhaolun, et al.
Published: (2025)
EmoCAM: Toward Understanding What Drives CNN-based Emotion Recognition
by: Doulfoukar, Youssef, et al.
Published: (2024)
by: Doulfoukar, Youssef, et al.
Published: (2024)
Diffusion Facial Forgery Detection
by: Cheng, Harry, et al.
Published: (2024)
by: Cheng, Harry, et al.
Published: (2024)
Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention
by: Leem, Saebom, et al.
Published: (2024)
by: Leem, Saebom, et al.
Published: (2024)
Digital Image Forgery Detection Using Transfer Learning
by: Buyuk, Fatma Betul, et al.
Published: (2026)
by: Buyuk, Fatma Betul, et al.
Published: (2026)
Field-Localized Forgery Detection for Digital Identity Documents
by: Kumar, Abhishek, et al.
Published: (2026)
by: Kumar, Abhishek, et al.
Published: (2026)
Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection
by: Wang, Yihui, et al.
Published: (2026)
by: Wang, Yihui, et al.
Published: (2026)
FOCA: Frequency-Oriented Cross-Domain Forgery Detection, Localization and Explanation via Multi-Modal Large Language Model
by: Liu, Zhou, et al.
Published: (2026)
by: Liu, Zhou, et al.
Published: (2026)
Enhancing Frequency Forgery Clues for Diffusion-Generated Image Detection
by: Zhang, Daichi, et al.
Published: (2025)
by: Zhang, Daichi, et al.
Published: (2025)
Loupe: A Generalizable and Adaptive Framework for Image Forgery Detection
by: Jiang, Yuchu, et al.
Published: (2025)
by: Jiang, Yuchu, et al.
Published: (2025)
Semantic-Aware Adaptive Visual Memory for Streaming Video Understanding
by: Wu, Hang, et al.
Published: (2026)
by: Wu, Hang, et al.
Published: (2026)
A Large-scale Universal Evaluation Benchmark For Face Forgery Detection
by: Bei, Yijun, et al.
Published: (2024)
by: Bei, Yijun, et al.
Published: (2024)
Enhancing Deep Learning Model Robustness through Metamorphic Re-Training
by: Togru, Said, et al.
Published: (2024)
by: Togru, Said, et al.
Published: (2024)
An Attention Infused Deep Learning System with Grad-CAM Visualization for Early Screening of Glaucoma
by: Swaminathan, Ramanathan
Published: (2025)
by: Swaminathan, Ramanathan
Published: (2025)
MCN-CL: Multimodal Cross-Attention Network and Contrastive Learning for Multimodal Emotion Recognition
by: Li, Feng, et al.
Published: (2025)
by: Li, Feng, et al.
Published: (2025)
A Dual Cross-Attention Graph Learning Framework For Multimodal MRI-Based Major Depressive Disorder Detection
by: Alotaibi, Nojod M., et al.
Published: (2026)
by: Alotaibi, Nojod M., et al.
Published: (2026)
CorrDetail: Visual Detail Enhanced Self-Correction for Face Forgery Detection
by: Zhou, Binjia, et al.
Published: (2025)
by: Zhou, Binjia, et al.
Published: (2025)
Artificial intelligence approaches for energy-efficient laser cutting machines
by: Salem, Mohamed Abdallah, et al.
Published: (2025)
by: Salem, Mohamed Abdallah, et al.
Published: (2025)
Video-CCAM: Enhancing Video-Language Understanding with Causal Cross-Attention Masks for Short and Long Videos
by: Fei, Jiajun, et al.
Published: (2024)
by: Fei, Jiajun, et al.
Published: (2024)
FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant
by: Huang, Zhengchao, et al.
Published: (2024)
by: Huang, Zhengchao, et al.
Published: (2024)
AIFIND: Artifact-Aware Interpreting Fine-Grained Alignment for Incremental Face Forgery Detection
by: Wang, Hao, et al.
Published: (2026)
by: Wang, Hao, et al.
Published: (2026)
UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization
by: Huang, Qing, et al.
Published: (2025)
by: Huang, Qing, et al.
Published: (2025)
Unlocking the Forgery Detection Potential of Vanilla MLLMs: A Novel Training-Free Pipeline
by: Zuo, Rui, et al.
Published: (2025)
by: Zuo, Rui, et al.
Published: (2025)
Unified Attention Modeling for Efficient Free-Viewing and Visual Search via Shared Representations
by: Mohammed, Fatma Youssef, et al.
Published: (2025)
by: Mohammed, Fatma Youssef, et al.
Published: (2025)
Multimodal Emotion Recognition via Bi-directional Cross-Attention and Temporal Modeling
by: Byeon, Junhyeong, et al.
Published: (2026)
by: Byeon, Junhyeong, et al.
Published: (2026)
CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis with Multimodal Diffusion
by: Huang, Nisha, et al.
Published: (2024)
by: Huang, Nisha, et al.
Published: (2024)
FusWay: Multimodal hybrid fusion approach. Application to Railway Defect Detection
by: Zhukov, Alexey, et al.
Published: (2025)
by: Zhukov, Alexey, et al.
Published: (2025)
HAMLET-FFD: Hierarchical Adaptive Multi-modal Learning Embeddings Transformation for Face Forgery Detection
by: Cui, Jialei, et al.
Published: (2025)
by: Cui, Jialei, et al.
Published: (2025)
Leveraging Vision-Language Models to Detect Attention in Educational Videos
by: Becquet, Gabriel, et al.
Published: (2026)
by: Becquet, Gabriel, et al.
Published: (2026)
Hierarchical Deep Fusion Framework for Multi-dimensional Facial Forgery Detection -- The 2024 Global Deepfake Image Detection Challenge
by: Wang, Kohou, et al.
Published: (2025)
by: Wang, Kohou, et al.
Published: (2025)
Multimodal Alignment with Cross-Attentive GRUs for Fine-Grained Video Understanding
by: Kim, Namho, et al.
Published: (2025)
by: Kim, Namho, et al.
Published: (2025)
Reasoning-Aware Multimodal Fusion for Hateful Video Detection
by: Yang, Shuonan, et al.
Published: (2025)
by: Yang, Shuonan, et al.
Published: (2025)
StegaFFD: Privacy-Preserving Face Forgery Detection via Fine-Grained Steganographic Domain Lifting
by: Ma, Guoqing, et al.
Published: (2026)
by: Ma, Guoqing, et al.
Published: (2026)
OmniVL-Guard: Towards Unified Vision-Language Forgery Detection and Grounding via Balanced RL
by: Shen, Jinjie, et al.
Published: (2026)
by: Shen, Jinjie, et al.
Published: (2026)
Similar Items
-
ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization
by: Zhang, Fanrui, et al.
Published: (2024) -
Signature Forgery Detection: Improving Cross-Dataset Generalization
by: Parracho, Matheus Ramos
Published: (2025) -
Video Forgery Detection for Surveillance Cameras: A Review
by: Tayfor, Noor B., et al.
Published: (2025) -
BENet: A Cross-domain Robust Network for Detecting Face Forgeries via Bias Expansion and Latent-space Attention
by: Liu, Weihua, et al.
Published: (2024) -
Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
by: Li, Zhengcen, et al.
Published: (2026)