专题:Digital Media Forensic Detection

This cluster of papers focuses on the detection and identification of digital image forgeries, including techniques such as copy-move forgery detection, sensor pattern noise analysis, JPEG compression history estimation, camera model identification, splicing detection, and tampering localization. The papers also explore the application of deep learning methods for image forensics and the detection of inconsistencies in image manipulation.
最新文献
Domain generalized recaptured screen image identification using SWIN transformer

article Full Text OpenAlex

Generative Adversarial Networks

book-chapter Full Text OpenAlex

Joint Exploitation of Physical-Layer and Artificial Features for Privacy-Preserving Distributed Source Camera Identification

article Full Text OpenAlex

SHIELD: an evaluation benchmark for face spoofing and forgery detection with multimodal large language models

article Full Text OpenAlex

Multiple-image encryption algorithm based on a new 3D hyperchaotic map and Whac-A-Mole scrambling model

article Full Text OpenAlex

Exploring the Role of Artificial Intelligence in Image Forgery Detection and Prevention

book-chapter Full Text OpenAlex

Data ID Extraction Networks for Unsupervised Class- and Classifier-free Detection of Adversarial Examples

article Full Text OpenAlex

A Better Performance of GAN Fake Face Image Detection Using Error Level Analysis-CNN

article Full Text OpenAlex

Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models Versus Fine-Tuned Vision Transformers in Image-Based Security Applications

article Full Text OpenAlex

Hybrid SVD and SURF-Based Framework for Robust Image Forgery Detection and Object Localization

article Full Text OpenAlex

近5年高被引文献
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation

article Full Text OpenAlex 874 FWCI49.089

A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

review Full Text OpenAlex 826 FWCI16.389

Alias-Free Generative Adversarial Networks

preprint Full Text OpenAlex 645 FWCI0

Multi-attentional Deepfake Detection

article Full Text OpenAlex 585 FWCI30.099

Generative adversarial network: An overview of theory and applications

article Full Text OpenAlex 555 FWCI47.355

CutPaste: Self-Supervised Learning for Anomaly Detection and Localization

article Full Text OpenAlex 536 FWCI47.008

The Creation and Detection of Deepfakes

review Full Text OpenAlex 455 FWCI9.352

Concealed Object Detection

article Full Text OpenAlex 427 FWCI38.57

Generative Adversarial Networks (GANs)

review Full Text OpenAlex 377 FWCI7.297

Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain

article Full Text OpenAlex 349 FWCI18.334