Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rashidi, Mohammadreza, Ali, Raja Hashim, Rahman, Sami Ur
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Cryptography and Security I.4.9; I.2.10; H.3.1
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Design and Implementation of an OCR-Powered Pipeline for Table Extraction from Invoices
by: Patel, Parshva Dhilankumar
Published: (2025)

Vision Token Masking Alone Cannot Prevent PHI Leakage in Medical Document OCR: A Systematic Evaluation
by: Young, Richard J.
Published: (2025)

WPDA: Frequency-based Backdoor Attack with Wavelet Packet Decomposition
by: Song, Zhengyao, et al.
Published: (2024)

UAV-assisted Visual SLAM Generating Reconstructed 3D Scene Graphs in GPS-denied Environments
by: Radwan, Ahmed, et al.
Published: (2024)

Vision-based Situational Graphs Exploiting Fiducial Markers for the Integration of Semantic Entities
by: Tourani, Ali, et al.
Published: (2023)

LightFFDNets: Lightweight Convolutional Neural Networks for Rapid Facial Forgery Detection
by: Jabbarlı, Günel, et al.
Published: (2024)

Human-Centric Anomaly Detection in Surveillance Videos Using YOLO-World and Spatio-Temporal Deep Learning
by: Naeen, Mohammad Ali Etemadi, et al.
Published: (2025)

Towards Localizing Structural Elements: Merging Geometrical Detection with Semantic Verification in RGB-D Data
by: Tourani, Ali, et al.
Published: (2024)

Advanced Long-term Earth System Forecasting
by: Wu, Hao, et al.
Published: (2025)

SpectraNet: FFT-assisted Deep Learning Classifier for Deepfake Face Detection
by: Jayarathne, Nithira, et al.
Published: (2025)

Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples
by: Cullen, Andrew C., et al.
Published: (2023)

Accelerating Post-Tornado Disaster Assessment Using Advanced Deep Learning Models
by: Umeike, Robinson, et al.
Published: (2024)

Knee Osteoarthritis Severity Grading Using Optimized Deep Learning and LLM-Driven Intelligent AI on Computationally Limited Systems
by: Nadeem, Dayam, et al.
Published: (2026)

Ego-Motion Aware Target Prediction Module for Robust Multi-Object Tracking
by: Mahdian, Navid, et al.
Published: (2024)

OpenFake: An Open Dataset and Platform Toward Real-World Deepfake Detection
by: Livernoche, Victor, et al.
Published: (2025)

A Light Perspective for 3D Object Detection
by: Pederiva, Marcelo Eduardo, et al.
Published: (2025)

MetaCloak-JPEG: JPEG-Robust Adversarial Perturbation for Preventing Unauthorized DreamBooth-Based Deepfake Generation
by: Fardin, Tanjim Rahaman, et al.
Published: (2026)

Positive Style Accumulation: A Style Screening and Continuous Utilization Framework for Federated DG-ReID
by: Xu, Xin, et al.
Published: (2025)

NumeriKontrol: Adding Numeric Control to Diffusion Transformers for Instruction-based Image Editing
by: Xu, Zhenyu, et al.
Published: (2025)

Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities
by: Liu, Shanyuan, et al.
Published: (2023)

A Two-stage Transformer Framework for Temporal Localization of Distracted Driver Behaviors
by: Doan, Gia-Bao, et al.
Published: (2026)

Capacity Constraint Analysis Using Object Detection for Smart Manufacturing
by: Ahmad, Hafiz Mughees, et al.
Published: (2024)

Systematic Comparison of Projection Methods for Monocular 3D Human Pose Estimation on Fisheye Images
by: Käs, Stephanie, et al.
Published: (2025)

Combining Absolute and Semi-Generalized Relative Poses for Visual Localization
by: Panek, Vojtech, et al.
Published: (2024)

A Guide to Structureless Visual Localization
by: Panek, Vojtech, et al.
Published: (2025)

Exposing Blindspots: Cultural Bias Evaluation in Generative Image Models
by: Seo, Huichan, et al.
Published: (2025)

Reference Dataset and Benchmark for Reconstructing Laser Parameters from On-axis Video in Powder Bed Fusion of Bulk Stainless Steel
by: Blanc, Cyril, et al.
Published: (2024)

Facial Attribute Based Text Guided Face Anonymization
by: Muştu, Mustafa İzzet, et al.
Published: (2025)

Privacy-Preserving Structureless Visual Localization via Image Obfuscation
by: Panek, Vojtech, et al.
Published: (2026)

Cross-Domain Adversarial Augmentation: Stabilizing GANs for Medical and Handwriting Data Scarcity
by: Soad, Md. Sohanuzzaman, et al.
Published: (2026)

Snapture -- A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition
by: Ali, Hassan, et al.
Published: (2022)

Sonar Image Datasets: A Comprehensive Survey of Resources, Challenges, and Applications
by: Gomes, Larissa S., et al.
Published: (2025)

Transformers for Image-Goal Navigation
by: Pelluri, Nikhilanj
Published: (2024)

How do Foundation Models Compare to Skeleton-Based Approaches for Gesture Recognition in Human-Robot Interaction?
by: Käs, Stephanie, et al.
Published: (2025)

Detecting AI-Generated Videos with Spiking Neural Networks
by: Jang, Minsuk, et al.
Published: (2026)

KidsNanny: A Two-Stage Multimodal Content Moderation Pipeline Integrating Visual Classification, Object Detection, OCR, and Contextual Reasoning for Child Safety
by: Panchal, Viraj, et al.
Published: (2026)

Break the Brake, Not the Wheel: Untargeted Jailbreak via Entropy Maximization
by: He, Mengqi, et al.
Published: (2026)

A Comprehensive Review of Fish Feeding Behavior Analysis in Aquaculture: Tasks, Techniques, and Applications
by: Zhang, Shulong, et al.
Published: (2025)

Palmistry-Informed Feature Extraction and Analysis using Machine Learning
by: Patil, Shweta
Published: (2025)

Dynamic Residual Encoding with Slide-Level Contrastive Learning for End-to-End Whole Slide Image Representation
by: Jin, Jing, et al.
Published: (2025)