DF2023: The Digital Forensics 2023 Dataset for Image Forgery Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Fischinger, David, Boyer, Martin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DF-Net: The Digital Forensics Network for Image Forgery Detection
by: Fischinger, David, et al.
Published: (2025)
by: Fischinger, David, et al.
Published: (2025)
AI-Generated Images: What Humans and Machines See When They Look at the Same Image
by: Poletti, Silvia, et al.
Published: (2026)
by: Poletti, Silvia, et al.
Published: (2026)
ForgeryVCR: Visual-Centric Reasoning via Efficient Forensic Tools in MLLMs for Image Forgery Detection and Localization
by: Wang, Youqi, et al.
Published: (2026)
by: Wang, Youqi, et al.
Published: (2026)
TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection
by: Yang, Wenkui, et al.
Published: (2025)
by: Yang, Wenkui, et al.
Published: (2025)
ForensicsSAM: Toward Robust and Unified Image Forgery Detection and Localization Resisting to Adversarial Attack
by: Peng, Rongxuan, et al.
Published: (2025)
by: Peng, Rongxuan, et al.
Published: (2025)
Spectral Forensics of Diffusion Attention Graphs for Copy-Move Forgery Detection
by: Tabib, H. M. Shadman, et al.
Published: (2026)
by: Tabib, H. M. Shadman, et al.
Published: (2026)
UniForensics: Face Forgery Detection via General Facial Representation
by: Fang, Ziyuan, et al.
Published: (2024)
by: Fang, Ziyuan, et al.
Published: (2024)
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
by: Liang, Yachao, et al.
Published: (2025)
by: Liang, Yachao, et al.
Published: (2025)
Digital Image Forgery Detection Using Transfer Learning
by: Buyuk, Fatma Betul, et al.
Published: (2026)
by: Buyuk, Fatma Betul, et al.
Published: (2026)
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
by: Wang, Jin, et al.
Published: (2025)
by: Wang, Jin, et al.
Published: (2025)
ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection
by: Chen, Yingjian, et al.
Published: (2024)
by: Chen, Yingjian, et al.
Published: (2024)
VisAlgae 2023: A Dataset and Challenge for Algae Detection in Microscopy Images
by: Sun, Mingxuan, et al.
Published: (2025)
by: Sun, Mingxuan, et al.
Published: (2025)
Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection
by: Cui, Xinjie, et al.
Published: (2024)
by: Cui, Xinjie, et al.
Published: (2024)
On the Holistic Approach for Detecting Human Image Forgery
by: Guo, Xiao, et al.
Published: (2026)
by: Guo, Xiao, et al.
Published: (2026)
Learning to Discover Forgery Cues for Face Forgery Detection
by: Tian, Jiahe, et al.
Published: (2024)
by: Tian, Jiahe, et al.
Published: (2024)
Revisiting Face Forgery Detection: From Facial Representation to Forgery Detection
by: Guo, Zonghui, et al.
Published: (2024)
by: Guo, Zonghui, et al.
Published: (2024)
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach
by: Cai, Lvpan, et al.
Published: (2025)
by: Cai, Lvpan, et al.
Published: (2025)
Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations
by: Liu, Decheng, et al.
Published: (2024)
by: Liu, Decheng, et al.
Published: (2024)
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation
by: Lv, Qingxuan, et al.
Published: (2023)
by: Lv, Qingxuan, et al.
Published: (2023)
MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios
by: Miao, Changtao, et al.
Published: (2025)
by: Miao, Changtao, et al.
Published: (2025)
ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization
by: Zhang, Fanrui, et al.
Published: (2024)
by: Zhang, Fanrui, et al.
Published: (2024)
Signature Forgery Detection: Improving Cross-Dataset Generalization
by: Parracho, Matheus Ramos
Published: (2025)
by: Parracho, Matheus Ramos
Published: (2025)
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
by: Liang, Jiawei, et al.
Published: (2024)
by: Liang, Jiawei, et al.
Published: (2024)
Field-Localized Forgery Detection for Digital Identity Documents
by: Kumar, Abhishek, et al.
Published: (2026)
by: Kumar, Abhishek, et al.
Published: (2026)
VAAS: Vision-Attention Anomaly Scoring for Image Manipulation Detection in Digital Forensics
by: Bamigbade, Opeyemi, et al.
Published: (2025)
by: Bamigbade, Opeyemi, et al.
Published: (2025)
Towards Real-World Deepfake Detection: A Diverse In-the-wild Dataset of Forgery Faces
by: Shi, Junyu, et al.
Published: (2025)
by: Shi, Junyu, et al.
Published: (2025)
So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection
by: Huang, Zhenglin, et al.
Published: (2025)
by: Huang, Zhenglin, et al.
Published: (2025)
Rethinking Cross-Generator Image Forgery Detection through DINOv3
by: Huang, Zhenglin, et al.
Published: (2025)
by: Huang, Zhenglin, et al.
Published: (2025)
Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization
by: Guo, Xiao, et al.
Published: (2024)
by: Guo, Xiao, et al.
Published: (2024)
Deep Image Composition Meets Image Forgery
by: Tahir, Eren, et al.
Published: (2024)
by: Tahir, Eren, et al.
Published: (2024)
Toward Generalizable Forgery Detection and Reasoning
by: Gao, Yueying, et al.
Published: (2025)
by: Gao, Yueying, et al.
Published: (2025)
Benchmarking Scientific Image Forgery Detectors
by: Cardenuto, João P., et al.
Published: (2021)
by: Cardenuto, João P., et al.
Published: (2021)
Hand Biometrics in Digital Forensics
by: Bera, Asish, et al.
Published: (2024)
by: Bera, Asish, et al.
Published: (2024)
Rethinking Image Forgery Detection via Soft Contrastive Learning and Unsupervised Clustering
by: Wu, Haiwei, et al.
Published: (2023)
by: Wu, Haiwei, et al.
Published: (2023)
Object-level Copy-Move Forgery Image Detection based on Inconsistency Mining
by: Wang, Jingyu, et al.
Published: (2024)
by: Wang, Jingyu, et al.
Published: (2024)
ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation
by: Huang, Qing, et al.
Published: (2026)
by: Huang, Qing, et al.
Published: (2026)
Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection
by: Lai, Yingxin, et al.
Published: (2025)
by: Lai, Yingxin, et al.
Published: (2025)
Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics
by: Li, Yuezun, et al.
Published: (2025)
by: Li, Yuezun, et al.
Published: (2025)
RSFAKE-1M: A Large-Scale Dataset for Detecting Diffusion-Generated Remote Sensing Forgeries
by: Tan, Zhihong, et al.
Published: (2025)
by: Tan, Zhihong, et al.
Published: (2025)
Decoupling Forgery Semantics for Generalizable Deepfake Detection
by: Ye, Wei, et al.
Published: (2024)
by: Ye, Wei, et al.
Published: (2024)
Similar Items
-
DF-Net: The Digital Forensics Network for Image Forgery Detection
by: Fischinger, David, et al.
Published: (2025) -
AI-Generated Images: What Humans and Machines See When They Look at the Same Image
by: Poletti, Silvia, et al.
Published: (2026) -
ForgeryVCR: Visual-Centric Reasoning via Efficient Forensic Tools in MLLMs for Image Forgery Detection and Localization
by: Wang, Youqi, et al.
Published: (2026) -
TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection
by: Yang, Wenkui, et al.
Published: (2025) -
ForensicsSAM: Toward Robust and Unified Image Forgery Detection and Localization Resisting to Adversarial Attack
by: Peng, Rongxuan, et al.
Published: (2025)