Do DeepFake Attribution Models Generalize?
Fuente:
arXiv
Saved in:
| Main Authors: | Baxavanakis, Spiros, Schinas, Manos, Papadopoulos, Symeon |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods
by: Schinas, Manos, et al.
Published: (2024)
by: Schinas, Manos, et al.
Published: (2024)
FakeParts: a New Family of AI-Generated DeepFakes
by: Liu, Ziyi, et al.
Published: (2025)
by: Liu, Ziyi, et al.
Published: (2025)
Fake-in-Facext: Towards Fine-Grained Explainable DeepFake Analysis
by: Qin, Lixiong, et al.
Published: (2025)
by: Qin, Lixiong, et al.
Published: (2025)
TruthLens: Visual Grounding for Universal DeepFake Reasoning
by: Kundu, Rohit, et al.
Published: (2025)
by: Kundu, Rohit, et al.
Published: (2025)
Study of detecting behavioral signatures within DeepFake videos
by: Miao, Qiaomu, et al.
Published: (2022)
by: Miao, Qiaomu, et al.
Published: (2022)
TruthLens:A Training-Free Paradigm for DeepFake Detection
by: Chakraborty, Ritabrata, et al.
Published: (2025)
by: Chakraborty, Ritabrata, et al.
Published: (2025)
Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset
by: Agrawal, Kushal, et al.
Published: (2025)
by: Agrawal, Kushal, et al.
Published: (2025)
DeepFake Detection in Dyadic Video Calls using Point of Gaze Tracking
by: Kohler, Odin, et al.
Published: (2025)
by: Kohler, Odin, et al.
Published: (2025)
Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images
by: Amoroso, Roberto, et al.
Published: (2023)
by: Amoroso, Roberto, et al.
Published: (2023)
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection
by: Shao, Rui, et al.
Published: (2023)
by: Shao, Rui, et al.
Published: (2023)
Face-D(^2)CL: Multi-Domain Synergistic Representation with Dual Continual Learning for Facial DeepFake Detection
by: Zhang, Yushuo, et al.
Published: (2026)
by: Zhang, Yushuo, et al.
Published: (2026)
Towards Robust Protective Perturbation against DeepFake Face Swapping
by: Yao, Hengyang, et al.
Published: (2025)
by: Yao, Hengyang, et al.
Published: (2025)
DFA-CON: A Contrastive Learning Approach for Detecting Copyright Infringement in DeepFake Art
by: Wahab, Haroon, et al.
Published: (2025)
by: Wahab, Haroon, et al.
Published: (2025)
Active Fake: DeepFake Camouflage
by: Sun, Pu, et al.
Published: (2024)
by: Sun, Pu, et al.
Published: (2024)
Designing and Generating Diverse, Equitable Face Image Datasets for Face Verification Tasks
by: Baltsou, Georgia, et al.
Published: (2025)
by: Baltsou, Georgia, et al.
Published: (2025)
Towards Optimal Trade-offs in Knowledge Distillation for CNNs and Vision Transformers at the Edge
by: Violos, John, et al.
Published: (2024)
by: Violos, John, et al.
Published: (2024)
FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation
by: Wang, Li, et al.
Published: (2025)
by: Wang, Li, et al.
Published: (2025)
Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation
by: Nguyen-Le, Hong-Hanh, et al.
Published: (2025)
by: Nguyen-Le, Hong-Hanh, et al.
Published: (2025)
Navigating the Challenges of AI-Generated Image Detection in the Wild: What Truly Matters?
by: Konstantinidou, Despina, et al.
Published: (2025)
by: Konstantinidou, Despina, et al.
Published: (2025)
Regeneration Based Training-free Attribution of Fake Images Generated by Text-to-Image Generative Models
by: Li, Meiling, et al.
Published: (2024)
by: Li, Meiling, et al.
Published: (2024)
Robust Sequential DeepFake Detection
by: Shao, Rui, et al.
Published: (2023)
by: Shao, Rui, et al.
Published: (2023)
DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection
by: Ju, Yan, et al.
Published: (2024)
by: Ju, Yan, et al.
Published: (2024)
Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection
by: Tsigos, Konstantinos, et al.
Published: (2024)
by: Tsigos, Konstantinos, et al.
Published: (2024)
Fake & Square: Training Self-Supervised Vision Transformers with Synthetic Data and Synthetic Hard Negatives
by: Giakoumoglou, Nikolaos, et al.
Published: (2025)
by: Giakoumoglou, Nikolaos, et al.
Published: (2025)
Exposing DeepFakes via Hyperspectral Domain Mapping
by: Mehta, Aditya, et al.
Published: (2025)
by: Mehta, Aditya, et al.
Published: (2025)
AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection
by: Meng, Xiangtao, et al.
Published: (2023)
by: Meng, Xiangtao, et al.
Published: (2023)
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection
by: Nie, Fan, et al.
Published: (2024)
by: Nie, Fan, et al.
Published: (2024)
Enhanced Deep Learning DeepFake Detection Integrating Handcrafted Features
by: Hinke-Navarro, Alejandro, et al.
Published: (2025)
by: Hinke-Navarro, Alejandro, et al.
Published: (2025)
FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training
by: Sun, Pu, et al.
Published: (2023)
by: Sun, Pu, et al.
Published: (2023)
Adaptive Equilibrium: Dynamic Weighting Framework for Generalized Interruption of DeepFake Models
by: Zheng, Hongrui, et al.
Published: (2026)
by: Zheng, Hongrui, et al.
Published: (2026)
Improving Generalization in Deepfake Detection with Face Foundation Models and Metric Learning
by: Mylonas, Stelios, et al.
Published: (2025)
by: Mylonas, Stelios, et al.
Published: (2025)
Sum of Group Error Differences: A Critical Examination of Bias Evaluation in Biometric Verification and a Dual-Metric Measure
by: Elobaid, Alaa, et al.
Published: (2024)
by: Elobaid, Alaa, et al.
Published: (2024)
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
by: Li, Hanzhe, et al.
Published: (2024)
by: Li, Hanzhe, et al.
Published: (2024)
Do Not DeepFake Me: Privacy-Preserving Neural 3D Head Reconstruction Without Sensitive Images
by: Kong, Jiayi, et al.
Published: (2023)
by: Kong, Jiayi, et al.
Published: (2023)
Geometric Algebra Meets Large Language Models: Instruction-Based Transformations of Separate Meshes in 3D, Interactive and Controllable Scenes
by: Kolyvakis, Prodromos, et al.
Published: (2024)
by: Kolyvakis, Prodromos, et al.
Published: (2024)
A Brief Review for Compression and Transfer Learning Techniques in DeepFake Detection
by: Karathanasis, Andreas, et al.
Published: (2025)
by: Karathanasis, Andreas, et al.
Published: (2025)
FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations
by: Sarridis, Ioannis, et al.
Published: (2024)
by: Sarridis, Ioannis, et al.
Published: (2024)
Towards More Accurate Fake Detection on Images Generated from Advanced Generative and Neural Rendering Models
by: Dong, Chengdong, et al.
Published: (2024)
by: Dong, Chengdong, et al.
Published: (2024)
Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge
by: Deshmukh, Sharayu Nilesh, et al.
Published: (2026)
by: Deshmukh, Sharayu Nilesh, et al.
Published: (2026)
DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder
by: Yu, Peipeng, et al.
Published: (2024)
by: Yu, Peipeng, et al.
Published: (2024)
Similar Items
-
SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods
by: Schinas, Manos, et al.
Published: (2024) -
FakeParts: a New Family of AI-Generated DeepFakes
by: Liu, Ziyi, et al.
Published: (2025) -
Fake-in-Facext: Towards Fine-Grained Explainable DeepFake Analysis
by: Qin, Lixiong, et al.
Published: (2025) -
TruthLens: Visual Grounding for Universal DeepFake Reasoning
by: Kundu, Rohit, et al.
Published: (2025) -
Study of detecting behavioral signatures within DeepFake videos
by: Miao, Qiaomu, et al.
Published: (2022)