DeepAgent: A Dual Stream Multi Agent Fusion for Robust Multimodal Deepfake Detection
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Zaman, Sayeem Been, Karim, Wasimul, Abian, Arefin Ittesafun, Mohamed, Reem E., Islam, Md Rafiqul, Karim, Asif, Azam, Sami |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Generative Artificial Intelligence in Bioinformatics: A Systematic Review of Models, Applications, and Methodological Advances
par: Alvi, Riasad, et autres
Publié: (2025)
par: Alvi, Riasad, et autres
Publié: (2025)
BioAutoML-NAS: An End-to-End AutoML Framework for Multimodal Insect Classification via Neural Architecture Search on Large-Scale Biodiversity Data
par: Abian, Arefin Ittesafun, et autres
Publié: (2025)
par: Abian, Arefin Ittesafun, et autres
Publié: (2025)
HANS-Net: Hyperbolic Convolution and Adaptive Temporal Attention for Accurate and Generalizable Liver and Tumor Segmentation in CT Imaging
par: Abian, Arefin Ittesafun, et autres
Publié: (2025)
par: Abian, Arefin Ittesafun, et autres
Publié: (2025)
Learning to Weigh Waste: A Physics-Informed Multimodal Fusion Framework and Large-Scale Dataset for Commercial and Industrial Applications
par: Islam, Md. Adnanul, et autres
Publié: (2026)
par: Islam, Md. Adnanul, et autres
Publié: (2026)
A Physics-Informed, Behavior-Aware Digital Twin for Robust Multimodal Forecasting of Core Body Temperature in Precision Livestock Farming
par: Alvi, Riasad, et autres
Publié: (2026)
par: Alvi, Riasad, et autres
Publié: (2026)
CLAIRE: A Dual Encoder Network with RIFT Loss and Phi-3 Small Language Model Based Interpretability for Cross-Modality Synthetic Aperture Radar and Optical Land Cover Segmentation
par: Sutradhar, Debopom, et autres
Publié: (2025)
par: Sutradhar, Debopom, et autres
Publié: (2025)
ReFRM3D: A Radiomics-enhanced Fused Residual Multiparametric 3D Network with Multi-Scale Feature Fusion for Glioma Characterization
par: Rahman, Md. Abdur, et autres
Publié: (2025)
par: Rahman, Md. Abdur, et autres
Publié: (2025)
ARIONet: An Advanced Self-supervised Contrastive Representation Network for Birdsong Classification and Future Frame Prediction
par: Rahman, Md. Abdur, et autres
Publié: (2025)
par: Rahman, Md. Abdur, et autres
Publié: (2025)
Zero-Shot to Zero-Lies: Detecting Bengali Deepfake Audio through Transfer Learning
par: Samu, Most. Sharmin Sultana, et autres
Publié: (2025)
par: Samu, Most. Sharmin Sultana, et autres
Publié: (2025)
Deepfake Audio Detection Using Self-supervised Fusion Representations
par: Zaman, Khalid, et autres
Publié: (2026)
par: Zaman, Khalid, et autres
Publié: (2026)
Explainable Multi-Modal Deep Learning for Automatic Detection of Lung Diseases from Respiratory Audio Signals
par: Saky, S M Asiful Islam, et autres
Publié: (2025)
par: Saky, S M Asiful Islam, et autres
Publié: (2025)
Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation
par: Islam, Rofiqul, et autres
Publié: (2025)
par: Islam, Rofiqul, et autres
Publié: (2025)
Not All Deepfakes Are Created Equal: Triaging Audio Forgeries for Robust Deepfake Singer Identification
par: Salvi, Davide, et autres
Publié: (2025)
par: Salvi, Davide, et autres
Publié: (2025)
VoiceAgentRAG: Solving the RAG Latency Bottleneck in Real-Time Voice Agents Using Dual-Agent Architectures
par: Qiu, Jielin, et autres
Publié: (2026)
par: Qiu, Jielin, et autres
Publié: (2026)
Wav2DF-TSL: Two-stage Learning with Efficient Pre-training and Hierarchical Experts Fusion for Robust Audio Deepfake Detection
par: Hao, Yunqi, et autres
Publié: (2025)
par: Hao, Yunqi, et autres
Publié: (2025)
A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection
par: Lee, Kyungbok, et autres
Publié: (2024)
par: Lee, Kyungbok, et autres
Publié: (2024)
Attention-based Mixture of Experts for Robust Speech Deepfake Detection
par: Negroni, Viola, et autres
Publié: (2025)
par: Negroni, Viola, et autres
Publié: (2025)
The First Environmental Sound Deepfake Detection Challenge: Benchmarking Robustness, Evaluation, and Insights
par: Yin, Han, et autres
Publié: (2026)
par: Yin, Han, et autres
Publié: (2026)
BanglaFake: Constructing and Evaluating a Specialized Bengali Deepfake Audio Dataset
par: Fahad, Istiaq Ahmed, et autres
Publié: (2025)
par: Fahad, Istiaq Ahmed, et autres
Publié: (2025)
Measuring the Robustness of Audio Deepfake Detectors
par: Li, Xiang, et autres
Publié: (2025)
par: Li, Xiang, et autres
Publié: (2025)
Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection
par: Kheir, Yassine El, et autres
Publié: (2025)
par: Kheir, Yassine El, et autres
Publié: (2025)
DualStream Contextual Fusion Network: Efficient Target Speaker Extraction by Leveraging Mixture and Enrollment Interactions
par: Xue, Ke, et autres
Publié: (2025)
par: Xue, Ke, et autres
Publié: (2025)
Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency
par: Islam, Niful, et autres
Publié: (2024)
par: Islam, Niful, et autres
Publié: (2024)
Quantum Kernels for Audio Deepfake Detection Using Spectrogram Patch Features
par: Amin, Lisan Al, et autres
Publié: (2026)
par: Amin, Lisan Al, et autres
Publié: (2026)
Advancing Continual Learning for Robust Deepfake Audio Classification
par: Dong, Feiyi, et autres
Publié: (2024)
par: Dong, Feiyi, et autres
Publié: (2024)
A Hierarchical End-of-Turn Model with Primary Speaker Segmentation for Real-Time Conversational AI
par: Helwani, Karim, et autres
Publié: (2026)
par: Helwani, Karim, et autres
Publié: (2026)
Forensic Similarity for Speech Deepfakes
par: Negroni, Viola, et autres
Publié: (2025)
par: Negroni, Viola, et autres
Publié: (2025)
Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning
par: Dvirniak, Artem, et autres
Publié: (2026)
par: Dvirniak, Artem, et autres
Publié: (2026)
ERF-BA-TFD+: A Multimodal Model for Audio-Visual Deepfake Detection
par: Zhang, Xin, et autres
Publié: (2025)
par: Zhang, Xin, et autres
Publié: (2025)
Addressing Gradient Misalignment in Data-Augmented Training for Robust Speech Deepfake Detection
par: Truong, Duc-Tuan, et autres
Publié: (2025)
par: Truong, Duc-Tuan, et autres
Publié: (2025)
Improving Out-of-Domain Audio Deepfake Detection via Layer Selection and Fusion of SSL-Based Countermeasures
par: Serrano, Pierre, et autres
Publié: (2025)
par: Serrano, Pierre, et autres
Publié: (2025)
MMFformer: Multimodal Fusion Transformer Network for Depression Detection
par: Haque, Md Rezwanul, et autres
Publié: (2025)
par: Haque, Md Rezwanul, et autres
Publié: (2025)
WeCKD: Weakly-supervised Chained Distillation Network for Efficient Multimodal Medical Imaging
par: Rahman, Md. Abdur, et autres
Publié: (2025)
par: Rahman, Md. Abdur, et autres
Publié: (2025)
How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection
par: Xiao, Yixuan, et autres
Publié: (2026)
par: Xiao, Yixuan, et autres
Publié: (2026)
Environmental Sound Deepfake Detection Challenge: An Overview
par: Yin, Han, et autres
Publié: (2025)
par: Yin, Han, et autres
Publié: (2025)
Towards Source Attribution of Singing Voice Deepfake with Multimodal Foundation Models
par: Phukan, Orchid Chetia, et autres
Publié: (2025)
par: Phukan, Orchid Chetia, et autres
Publié: (2025)
Sema: Semantic Transport for Real-Time Multimodal Agents
par: Meng, Jiaying, et autres
Publié: (2026)
par: Meng, Jiaying, et autres
Publié: (2026)
Detecting Musical Deepfakes
par: Sunday, Nick
Publié: (2025)
par: Sunday, Nick
Publié: (2025)
Towards Robust Audio Deepfake Detection: A Evolving Benchmark for Continual Learning
par: Zhang, Xiaohui, et autres
Publié: (2024)
par: Zhang, Xiaohui, et autres
Publié: (2024)
Diffusion Reconstruction towards Generalizable Audio Deepfake Detection
par: Cheng, Bo, et autres
Publié: (2026)
par: Cheng, Bo, et autres
Publié: (2026)
Documents similaires
-
Generative Artificial Intelligence in Bioinformatics: A Systematic Review of Models, Applications, and Methodological Advances
par: Alvi, Riasad, et autres
Publié: (2025) -
BioAutoML-NAS: An End-to-End AutoML Framework for Multimodal Insect Classification via Neural Architecture Search on Large-Scale Biodiversity Data
par: Abian, Arefin Ittesafun, et autres
Publié: (2025) -
HANS-Net: Hyperbolic Convolution and Adaptive Temporal Attention for Accurate and Generalizable Liver and Tumor Segmentation in CT Imaging
par: Abian, Arefin Ittesafun, et autres
Publié: (2025) -
Learning to Weigh Waste: A Physics-Informed Multimodal Fusion Framework and Large-Scale Dataset for Commercial and Industrial Applications
par: Islam, Md. Adnanul, et autres
Publié: (2026) -
A Physics-Informed, Behavior-Aware Digital Twin for Robust Multimodal Forecasting of Core Body Temperature in Precision Livestock Farming
par: Alvi, Riasad, et autres
Publié: (2026)