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Found 5 papers, 3 papers with code
Detecting GAN-generated Images by Orthogonal Training of Multiple CNNs
For this reason, detecting if an image is an actual photograph or has been synthetically generated is becoming an urgent necessity.
Amplitude SAR Imagery Splicing Localization
Synthetic Aperture Radar (SAR) images are a valuable asset for a wide variety of tasks.
Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision
In this work, we focus on the effect that JPEG has on CNN training considering different computer vision and forensic image classification problems.
On the use of Benford's law to detect GAN-generated images
The advent of Generative Adversarial Network (GAN) architectures has given anyone the ability of generating incredibly realistic synthetic imagery.
Video Face Manipulation Detection Through Ensemble of CNNs
In this paper, we tackle the problem of face manipulation detection in video sequences targeting modern facial manipulation techniques.
Ranked #1 on
DeepFake Detection
on FaceForensics++
(using extra training data)
