Cover Image

Evolution of Detection Performance throughout the Online Lifespan of Synthetic Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Karageorgiou, Dimitrios, Bammey, Quentin, Porcellini, Valentin, Goupil, Bertrand, Teyssou, Denis, Papadopoulos, Symeon
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fusion Transformer with Object Mask Guidance for Image Forgery Analysis
by: Karageorgiou, Dimitrios, et al.
Published: (2024)

SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting
by: Giakoumoglou, Paschalis, et al.
Published: (2025)

Any-Resolution AI-Generated Image Detection by Spectral Learning
by: Karageorgiou, Dimitrios, et al.
Published: (2024)

Automated In-the-Wild Data Collection for Continual AI Generated Image Detection
by: Pantsios, Thanasis, et al.
Published: (2026)

Navigating the Challenges of AI-Generated Image Detection in the Wild: What Truly Matters?
by: Konstantinidou, Despina, et al.
Published: (2025)

Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection
by: Koutlis, Christos, et al.
Published: (2024)

SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods
by: Schinas, Manos, et al.
Published: (2024)

TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping
by: Konstantinidou, Despina, et al.
Published: (2024)

FlowC2S: Flowing from Current to Succeeding Frames for Fast and Memory-Efficient Video Continuation
by: Margaryan, Hovhannes, et al.
Published: (2026)

"Humor, Art, or Misinformation?": A Multimodal Dataset for Intent-Aware Synthetic Image Detection
by: Skoularikis, Anastasios, et al.
Published: (2025)

TGIF: Text-Guided Inpainting Forgery Dataset
by: Mareen, Hannes, et al.
Published: (2024)

SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes
by: Baltsou, Georgia, et al.
Published: (2024)

Improving Generalization in Deepfake Detection with Face Foundation Models and Metric Learning
by: Mylonas, Stelios, et al.
Published: (2025)

TGIF2: Extended Text-Guided Inpainting Forgery Dataset & Benchmark
by: Mareen, Hannes, et al.
Published: (2026)

DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization
by: Koutlis, Christos, et al.
Published: (2024)

DiffusionPrint: Learning Generative Fingerprints for Diffusion-Based Inpainting Localization
by: Giakoumoglou, Paschalis, et al.
Published: (2026)

AuViRe: Audio-visual Speech Representation Reconstruction for Deepfake Temporal Localization
by: Koutlis, Christos, et al.
Published: (2025)

Latent Reconstruction from Generated Data for Multimodal Misinformation Detection
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2025)

RED-DOT: Multimodal Fact-checking via Relevant Evidence Detection
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2023)

Composite Data Augmentations for Synthetic Image Detection Against Real-World Perturbations
by: Amarantidou, Efthymia, et al.
Published: (2025)

Designing and Generating Diverse, Equitable Face Image Datasets for Face Verification Tasks
by: Baltsou, Georgia, et al.
Published: (2025)

Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection?
by: Papadopoulos, Stefanos-Iordanis, et al.
Published: (2024)

IncSAR: A Dual Fusion Incremental Learning Framework for SAR Target Recognition
by: Karantaidis, George, et al.
Published: (2024)

BAdd: Bias Mitigation through Bias Addition
by: Sarridis, Ioannis, et al.
Published: (2024)

MAVias: Mitigate any Visual Bias
by: Sarridis, Ioannis, et al.
Published: (2024)

FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations
by: Sarridis, Ioannis, et al.
Published: (2024)

FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations
by: Sarridis, Ioannis, et al.
Published: (2023)

Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition
by: Karantaidis, George, et al.
Published: (2025)

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation
by: Sarridis, Ioannis, 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)

Do DeepFake Attribution Models Generalize?
by: Baxavanakis, Spiros, et al.
Published: (2025)

Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection
by: Tsigos, Konstantinos, et al.
Published: (2024)

Online Sparse Synthetic Aperture Radar Imaging
by: Flynn, Conor, et al.
Published: (2026)

InDistill: Information flow-preserving knowledge distillation for model compression
by: Sarridis, Ioannis, et al.
Published: (2022)

Uncertainty-Aware Remaining Lifespan Prediction from Images
by: Kenneweg, Tristan, et al.
Published: (2025)

Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective
by: Li, Ouxiang, et al.
Published: (2024)

Detection of Synthetic Face Images: Accuracy, Robustness, Generalization
by: Petrzelkova, Nela, et al.
Published: (2024)

LEGION: Learning to Ground and Explain for Synthetic Image Detection
by: Kang, Hengrui, et al.
Published: (2025)

Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis
by: Voronov, Anton, 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)