… detect generated images using LNP of real images. We demonstrated that the LNP of real
images are very similar in amplitude and phase spectrum, while the LNP of generated images …

… of real and generated images, and find that the noise of real images is very similar while that
of generated images … on many different types of image features: the original image (Pic), the …

… image pre-processing methods. Lastly, we evaluate human performance on detecting
CNN-generated images, … have been able to generate nearly photo-realistic facial images [21, 22]. …

… advancement in generating naturalistic and photo-realistic images. … is able to detect and
recognize GAN-generated images is … for reliably detecting AI-generated images from real ones …

… We train classifiers that distinguish real images from generated ones in an online setting, …
27], and detecting operations such as image splicing [63, 23] or Photoshop warps [56]. As deep …

… , by visual inspection, whether a photo had been doctored or not. Only 62%-66% of the …
very aim is to generate images indistinguishable from the real images drawn from a given …

… generating training set and evaluates detector performance across a variety of GAN-based
testing set. These generators generate images bearing a strong resemblance to real … "photo …

… detect synthetic media. In this work, we analyze the state-of-the-art methods for the detection
of synthetic images, … Again, these artifacts are used to tell apart generated images from real …

… -generated images hard to distinguish from real images? We show that a classifier trained
to detect images generated … Exposing photo manipulation with inconsistent reflections. ACM …

… This paper presents a simple yet effective method to detect fake synthetic images generated
… of real and fake training images, our method follows a novel idea of using only real images …