| MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection | Oct 7, 2021 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| Towards Flexible Blind JPEG Artifacts Removal | Sep 29, 2021 | Image CompressionImage Compression Artifact Reduction | CodeCode Available | 1 |
| 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 |
| Copy-Move Image Forgery Detection Based on Evolving Circular Domains Coverage | Sep 9, 2021 | Image ForensicsImage Forgery Detection | —Unverified | 0 |
| BioFors: A Large Biomedical Image Forensics Dataset | Aug 30, 2021 | BenchmarkingImage Forensics | CodeCode Available | 0 |
| PRNU Based Source Camera Identification for Webcam Videos | Jul 5, 2021 | Image Forensics | —Unverified | 0 |
| Operation-wise Attention Network for Tampering Localization Fusion | May 12, 2021 | Image ForensicsImage Restoration | —Unverified | 0 |
| Non-Semantic Evaluation of Image Forensics Tools: Methodology and Database | May 4, 2021 | Image Forensics | —Unverified | 0 |
| Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices | Apr 12, 2021 | Image ForensicsImage Manipulation | —Unverified | 0 |
| DIPPAS: A Deep Image Prior PRNU Anonymization Scheme | Dec 7, 2020 | Image Forensics | CodeCode Available | 0 |
| Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture | Dec 1, 2020 | Image ForensicsQuantization | CodeCode Available | 0 |
| Dissecting Image Crops | Nov 24, 2020 | Data AugmentationImage Cropping | CodeCode Available | 1 |
| A Survey of Machine Learning Techniques in Adversarial Image Forensics | Oct 19, 2020 | BIG-bench Machine LearningImage Forensics | CodeCode Available | 1 |
| A Multi-Modal Method for Satire Detection using Textual and Visual Cues | Oct 13, 2020 | ArticlesImage Forensics | CodeCode Available | 0 |
| L2-Constrained RemNet for Camera Model Identification and Image Manipulation Detection | Sep 10, 2020 | General ClassificationImage Forensics | —Unverified | 0 |
| Deep Convolutional Neural Network for Identifying Seam-Carving Forgery | Jul 5, 2020 | Image ForensicsImage Retargeting | —Unverified | 0 |
| Visual Chirality | Jun 16, 2020 | Data AugmentationImage Forensics | CodeCode Available | 1 |
| An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics | Jun 1, 2020 | DemosaickingImage Forensics | CodeCode Available | 1 |
| Increased-confidence adversarial examples for deep learning counter-forensics | May 12, 2020 | Deep LearningImage Forensics | —Unverified | 0 |
| Fake face detection via adaptive manipulation traces extraction network | May 11, 2020 | Face DetectionFace Swapping | CodeCode Available | 1 |
| Device-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern Noise | Apr 23, 2020 | Image Forensics | —Unverified | 0 |
| Warwick Image Forensics Dataset for Device Fingerprinting In Multimedia Forensics | Apr 22, 2020 | Image Forensics | —Unverified | 0 |
| Adversarial Attack on Deep Learning-Based Splice Localization | Apr 17, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Leveraging Frequency Analysis for Deep Fake Image Recognition | Mar 19, 2020 | Image Forensics | CodeCode Available | 1 |
| Face Phylogeny Tree Using Basis Functions | Feb 21, 2020 | Image Forensics | —Unverified | 0 |
| CNN-based fast source device identification | Jan 31, 2020 | Image Forensics | CodeCode Available | 1 |
| Learning Transformation-Aware Embeddings for Image Forensics | Jan 13, 2020 | Image ForensicsObject Recognition | —Unverified | 0 |
| Constrained R-CNN: A general image manipulation detection model | Nov 19, 2019 | General ClassificationImage Forensics | —Unverified | 0 |
| 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 |
| Swapped Face Detection using Deep Learning and Subjective Assessment | Sep 10, 2019 | Deep LearningFace Detection | —Unverified | 0 |
| To Beta or Not To Beta: Information Bottleneck for DigitaL Image Forensics | Aug 11, 2019 | Image ForensicsRepresentation Learning | —Unverified | 0 |
| Benchmarking unsupervised near-duplicate image detection | Jul 3, 2019 | BenchmarkingBinary Classification | —Unverified | 0 |
| SpliceRadar: A Learned Method For Blind Image Forensics | Jun 27, 2019 | Image ForensicsImage Manipulation Detection | —Unverified | 0 |
| 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 |
| Application of DenseNet in Camera Model Identification and Post-processing Detection | May 27, 2019 | Image ForensicsOverall - Test | —Unverified | 0 |
| StegoAppDB: a Steganography Apps Forensics Image Database | Apr 19, 2019 | Image ForensicsImage Steganography | —Unverified | 0 |
| High dynamic range image forensics using cnn | Feb 28, 2019 | Image Forensicsinverse tone mapping | —Unverified | 0 |
| On the generalization of GAN image forensics | Feb 27, 2019 | GAN image forensicsImage Forensics | —Unverified | 0 |
| Forensic Similarity for Digital Images | Feb 13, 2019 | Image ForensicsImage Manipulation Detection | CodeCode Available | 0 |
| Detecting GAN-generated Imagery using Color Cues | Dec 19, 2018 | Image Forensics | —Unverified | 0 |
| Forensic Discrimination between Traditional and Compressive Imaging Systems | Nov 7, 2018 | Compressive SensingImage Forensics | —Unverified | 0 |
| Adversarial Learning for Image Forensics Deep Matching with Atrous Convolution | Sep 8, 2018 | Image Forensics | —Unverified | 0 |
| MesoNet: a Compact Facial Video Forgery Detection Network | Sep 4, 2018 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Camera-based Image Forgery Localization using Convolutional Neural Networks | Aug 29, 2018 | Image Forensics | —Unverified | 0 |
| Analysis of adversarial attacks against CNN-based image forgery detectors | Aug 25, 2018 | Image Forensics | —Unverified | 0 |
| Universal Image Manipulation Detection using Deep Siamese Convolutional Neural Network | Aug 20, 2018 | Image ForensicsImage Manipulation | —Unverified | 0 |
| Beyond Pixels: Image Provenance Analysis Leveraging Metadata | Jul 9, 2018 | graph constructionImage Forensics | —Unverified | 0 |
| Focus Manipulation Detection via Photometric Histogram Analysis | Jun 1, 2018 | Image ForensicsImage Manipulation | —Unverified | 0 |
| Fighting Fake News: Image Splice Detection via Learned Self-Consistency | May 10, 2018 | Image Forensics | CodeCode Available | 1 |
| Security Consideration For Deep Learning-Based Image Forensics | Mar 29, 2018 | Deep LearningImage Forensics | —Unverified | 0 |