| A Survey of Machine Learning Techniques in Adversarial Image Forensics | Oct 19, 2020 | BIG-bench Machine LearningImage Forensics | CodeCode Available | 1 | 5 |
| Fighting Fake News: Image Splice Detection via Learned Self-Consistency | May 10, 2018 | Image Forensics | CodeCode Available | 1 | 5 |
| MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization | Dec 4, 2023 | Detecting Image ManipulationImage Forensics | CodeCode Available | 1 | 5 |
| Effective Image Tampering Localization via Enhanced Transformer and Co-attention Fusion | Sep 17, 2023 | Image Forensics | CodeCode Available | 1 | 5 |
| Towards Flexible Blind JPEG Artifacts Removal | Sep 29, 2021 | Image CompressionImage Compression Artifact Reduction | CodeCode Available | 1 | 5 |
| MesoNet: a Compact Facial Video Forgery Detection Network | Sep 4, 2018 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Leveraging Frequency Analysis for Deep Fake Image Recognition | Mar 19, 2020 | Image Forensics | CodeCode Available | 1 | 5 |
| FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error | Dec 10, 2024 | Image Forensics | CodeCode Available | 1 | 5 |
| Adversarial Attack on Deep Learning-Based Splice Localization | Apr 17, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Dissecting Image Crops | Nov 24, 2020 | Data AugmentationImage Cropping | CodeCode Available | 1 | 5 |
| Visual Chirality | Jun 16, 2020 | Data AugmentationImage Forensics | CodeCode Available | 1 | 5 |
| CNN-based fast source device identification | Jan 31, 2020 | Image Forensics | CodeCode Available | 1 | 5 |
| An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics | Jun 1, 2020 | DemosaickingImage Forensics | CodeCode Available | 1 | 5 |
| Discovering Transferable Forensic Features for CNN-generated Images Detection | Aug 24, 2022 | Image ForensicsImage Generation | CodeCode Available | 1 | 5 |
| PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection | Nov 21, 2023 | Image Forensics | CodeCode Available | 1 | 5 |
| Is JPEG AI going to change image forensics? | Dec 4, 2024 | Face SwappingImage Compression | CodeCode Available | 1 | 5 |
| First Steps Toward Camera Model Identification with Convolutional Neural Networks | Mar 3, 2016 | General ClassificationImage Forensics | CodeCode Available | 1 | 5 |
| Fusion Transformer with Object Mask Guidance for Image Forgery Analysis | Mar 18, 2024 | Image ForensicsImage Forgery Detection | CodeCode Available | 1 | 5 |
| Fake face detection via adaptive manipulation traces extraction network | May 11, 2020 | Face DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNet | Oct 18, 2021 | Decision MakingImage Forensics | CodeCode Available | 0 | 5 |
| Can ChatGPT Perform Image Splicing Detection? A Preliminary Study | May 22, 2025 | Image Forensics | CodeCode Available | 0 | 5 |
| A Robust Image Forensic Framework Utilizing Multi-Colorspace Enriched Vision Transformer for Distinguishing Natural and Computer-Generated Images | Aug 14, 2023 | Image Forensics | CodeCode Available | 0 | 5 |
| A Principled Design of Image Representation: Towards Forensic Tasks | Mar 2, 2022 | Image Forensics | CodeCode Available | 0 | 5 |
| Dual Stream Computer-Generated Image Detection Network Based On Channel Joint And Softpool | Jul 7, 2022 | Image Forensics | CodeCode Available | 0 | 5 |
| DIPPAS: A Deep Image Prior PRNU Anonymization Scheme | Dec 7, 2020 | Image Forensics | CodeCode Available | 0 | 5 |
| Unsupervised JPEG Domain Adaptation for Practical Digital Image Forensics | Dec 9, 2021 | Domain AdaptationImage Forensics | CodeCode Available | 0 | 5 |
| ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features | Jun 1, 2019 | Anomaly DetectionFake Image Detection | CodeCode Available | 0 | 5 |
| A Multi-Modal Method for Satire Detection using Textual and Visual Cues | Oct 13, 2020 | ArticlesImage Forensics | CodeCode Available | 0 | 5 |
| An Effective Image Copy-Move Forgery Detection Using Entropy Information | Dec 19, 2023 | Image ForensicsKeypoint Detection | CodeCode Available | 0 | 5 |
| Digital Image Forensics: A quantitative & qualitative comparison between State-of-the-art-AI and Traditional Techniques for detection and localization of image manipulations | Sep 1, 2024 | Detecting Image ManipulationImage Forensics | CodeCode Available | 0 | 5 |
| Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture | Dec 1, 2020 | Image ForensicsQuantization | CodeCode Available | 0 | 5 |
| Rethinking Gradient Operator for Exposing AI-enabled Face Forgeries | May 2, 2022 | Image Forensics | CodeCode Available | 0 | 5 |
| Forensic Similarity for Digital Images | Feb 13, 2019 | Image ForensicsImage Manipulation Detection | CodeCode Available | 0 | 5 |
| Analysis of Benford’s Law for No-Reference Quality Assessment of Natural, Screen-Content, and Synthetic Images | Sep 21, 2021 | Image ForensicsImage Quality Assessment | CodeCode Available | 0 | 5 |
| BioFors: A Large Biomedical Image Forensics Dataset | Aug 30, 2021 | BenchmarkingImage Forensics | CodeCode Available | 0 | 5 |
| A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection | Sep 15, 2019 | Image ForensicsImage Forgery Detection | CodeCode Available | 0 | 5 |
| Exposing Image Splicing Traces in Scientific Publications via Uncertainty-guided Refinement | Sep 28, 2023 | Image ForensicsImage Generation | CodeCode Available | 0 | 5 |
| Deep Image Restoration For Image Anti-Forensics | May 4, 2024 | Data AugmentationDeep Learning | CodeCode Available | 0 | 5 |
| Towards Exploring Fairness in Visual Transformer based Natural and GAN Image Detection Systems | Oct 18, 2023 | Fairnessimage-classification | CodeCode Available | 0 | 5 |
| Digital Image Forensics using Deep Learning | Oct 14, 2022 | Deep LearningImage Forensics | CodeCode Available | 0 | 5 |
| Image Forensics: Detecting duplication of scientific images with manipulation-invariant image similarity | Feb 19, 2018 | Image ForensicsImage Manipulation | CodeCode Available | 0 | 5 |
| CTP-Net: Character Texture Perception Network for Document Image Forgery Localization | Aug 4, 2023 | Image ForensicsOptical Character Recognition | —Unverified | 0 | 0 |
| Copy-Move Image Forgery Detection Based on Evolving Circular Domains Coverage | Sep 9, 2021 | Image ForensicsImage Forgery Detection | —Unverified | 0 | 0 |
| A Taxonomy of Miscompressions: Preparing Image Forensics for Neural Compression | Sep 9, 2024 | Image CompressionImage Forensics | —Unverified | 0 | 0 |
| Contrast Enhancement Estimation for Digital Image Forensics | Jun 13, 2017 | Image Forensics | —Unverified | 0 | 0 |
| Content Bias in Deep Learning Image Age Approximation: A new Approach Towards better Explainability | Oct 3, 2023 | Age ClassificationImage Forensics | —Unverified | 0 | 0 |
| Analysis of adversarial attacks against CNN-based image forgery detectors | Aug 25, 2018 | Image Forensics | —Unverified | 0 | 0 |
| Constrained R-CNN: A general image manipulation detection model | Nov 19, 2019 | General ClassificationImage Forensics | —Unverified | 0 | 0 |
| Comprehensive Dataset of Face Manipulations for Development and Evaluation of Forensic Tools | Aug 24, 2022 | Image Forensics | —Unverified | 0 | 0 |
| EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata | Jan 11, 2023 | ClusteringImage Forensics | —Unverified | 0 | 0 |
