WMF20
* *Media Forensics
* Adversarial Attack on Deep Learning-Based Splice Localization
* DeepFake Detection by Analyzing Convolutional Traces
* Deepfakes Detection with Automatic Face Weighting
* Detecting CNN-Generated Facial Images in Real-World Scenarios
* Detecting Deep-Fake Videos from Phoneme-Viseme Mismatches
* Detecting GANs and Retouching based Digital Alterations via DAD-HCNN
* Detecting Video Speed Manipulation
* Evading Deepfake-Image Detectors with White- and Black-Box Attacks
* Fake News Detection using Higher-order User to User Mutual-attention Progression in Propagation Paths
* Forgery Detection in Hyperspectral Document Images using Graph Orthogonal Nonnegative Matrix Factorization
* Manipulation Detection in Satellite Images Using Deep Belief Networks
* Multi-Modal Face Anti-Spoofing Based on Central Difference Networks
* OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder
* PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing
* Role of Sign and Direction of Gradient on the Performance of CNN, The
* Towards Untrusted Social Video Verification to Combat Deepfakes via Face Geometry Consistency
17 for WMF20
WMF21
* *Media Forensics
* Adversarial Threats to DeepFake Detection: A Practical Perspective
* Deep Image Comparator: Learning to Visualize Editorial Change
* Detecting Deep-Fake Videos from Aural and Oral Dynamics
* Do Deepfakes Feel Emotions? A Semantic Approach to Detecting Deepfakes Via Emotional Inconsistencies
* Expression Transfer Using Flow-based Generative Models
* Fashion-Guided Adversarial Attack on Person Segmentation
* Finding Facial Forgery Artifacts with Parts-Based Detectors
* Forensic Analysis of Video Files Using Metadata
* FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning
* Manipulation Detection in Satellite Images Using Vision Transformer
* On the Feasibility of 3D Model-Based Forensic Height and Weight Estimation
* On the Robustness and Generalizability of Face Synthesis Detection Methods
* SpoC: Spoofing Camera Fingerprints
14 for WMF21
WMF22
* *Media Forensics
* ARIA: Adversarially Robust Image Attribution for Content Provenance
* CORE: Consistent Representation Learning for Face Forgery Detection
* Detecting Real-Time Deep-Fake Videos Using Active Illumination
* GCA-Net: Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection
* Is synthetic voice detection research going into the right direction?
* On Improving Cross-dataset Generalization of Deepfake Detectors
* On the Exploitation of Deepfake Model Recognition
* Reliability of Forensic Body-Shape Identification, The
* SeeTheSeams: Localized Detection of Seam Carving based Image Forgery in Satellite Imagery
* SISL:Self-Supervised Image Signature Learning for Splicing Detection & Localization
11 for WMF22
WMF23
* *Media Forensics
* AI-Synthesized Voice Detection Using Neural Vocoder Artifacts
* Audio-Visual Person-of-Interest DeepFake Detection
* AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics
* Defending Low-Bandwidth Talking Head Videoconferencing Systems From Real-Time Puppeteering Attacks
* EKILA: Synthetic Media Provenance and Attribution for Generative Art
* Exposing GAN-Generated Profile Photos from Compact Embeddings
* Geometric and Photometric Exploration of GAN and Diffusion Synthesized Faces, A
* Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation
* Intriguing properties of synthetic images: from generative adversarial networks to diffusion models
* MTN: Forensic Analysis of MP4 Video Files Using Graph Neural Networks
* Multimodaltrace: Deepfake Detection using Audiovisual Representation Learning
* Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture
* RoSteALS: Robust Steganography using Autoencoder Latent Space
14 for WMF23