Noiseprint: a CNN-based camera model fingerprint

25 August 2018

Papers citing "Noiseprint: a CNN-based camera model fingerprint"

37 / 137 papers shown

Title
Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision S. Mandelli Nicolò Bonettini Paolo Bestagini Stefano Tubaro 11 39 0 25 Sep 2020
How Do the Hearts of Deep Fakes Beat? Deep Fake Source Detection via Interpreting Residuals with Biological Signals U. Ciftci Ilke Demir L. Yin 14 74 0 26 Aug 2020
Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening Dalu Yang Yehui Yang Tiantian Huang Binghong Wu Lei Wang Yanwu Xu MedIm 8 9 0 31 Jul 2020
Toward Reliable Models for Authenticating Multimedia Content: Detecting Resampling Artifacts With Bayesian Neural Networks Anatol Maier Benedikt Lorch Christian Riess AAML 35 17 0 28 Jul 2020
Camera Bias in a Fine Grained Classification Task Philip T. G. Jackson Stephen Bonner Ning Jia Christopher J. Holder Jonathan Stonehouse B. Obara 6 4 0 16 Jul 2020
The Criminality From Face Illusion Kevin W. Bowyer Michael C. King Walter J. Scheirer Kushal Vangara CVBM 6 20 0 06 Jun 2020
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos Gereon Fox Wentao Liu Hyeongwoo Kim Hans-Peter Seidel Mohamed A. Elgharib Christian Theobalt CVBM 32 17 0 20 May 2020
Deepfakes Detection with Automatic Face Weighting D. M. Montserrat Hanxiang Hao S. Yarlagadda Sriram Baireddy Ruiting Shao ... Emily R. Bartusiak Justin Yang David Guera F. Zhu Edward J. Delp CVBM 22 113 0 25 Apr 2020
Device-based Image Matching with Similarity Learning by Convolutional Neural Networks that Exploit the Underlying Camera Sensor Pattern Noise Guru Swaroop Bennabhaktula Enrique Alegre Dimka Karastoyanova George Azzopardi 9 6 0 23 Apr 2020
Adversarial Attack on Deep Learning-Based Splice Localization Andras Rozsa Zheng Zhong Terrance E. Boult AAML 10 4 0 17 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 30 466 0 08 Apr 2020
Camera Trace Erasing C. Chen Zhiwei Xiong Xiaoming Liu Feng Wu 24 22 0 16 Mar 2020
SPN-CNN: Boosting Sensor-Based Source Camera Attribution With Deep Learning Matthias Kirchner C. Johnson ViT 33 35 0 07 Feb 2020
CNN-based fast source device identification S. Mandelli D. Cozzolino Paolo Bestagini L. Verdoliva Stefano Tubaro 27 39 0 31 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 28 536 0 18 Jan 2020
Combining PRNU and noiseprint for robust and efficient device source identification D. Cozzolino Francesco Marra Diego Gragnaniello Giovanni Poggi L. Verdoliva 19 42 0 17 Jan 2020
Copy Move Source-Target Disambiguation through Multi-Branch CNNs Mauro Barni Quoc-Tin Phan B. Tondi 19 50 0 29 Dec 2019
Scalable Fine-grained Generated Image Classification Based on Deep Metric Learning Xinsheng Xuan Bo Peng Wei Wang Jing Dong 12 6 0 10 Dec 2019
Exposing Fake Images with Forensic Similarity Graphs O. Mayer Matthew C. Stamm 8 51 0 05 Dec 2019
SpoC: Spoofing Camera Fingerprints D. Cozzolino Justus Thies Andreas Rossler Matthias Nießner L. Verdoliva 19 38 0 27 Nov 2019
Unmasking DeepFakes with simple Features Ricard Durall M. Keuper Franz-Josef Pfreundt J. Keuper CVBM 10 217 0 02 Nov 2019
Identity Document and banknote security forensics: a survey Albert Berenguel Centeno O. R. Terrades Josep Lladós Canet Cristina Cañero Morales 15 8 0 20 Oct 2019
A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection Francesco Marra Diego Gragnaniello L. Verdoliva Giovanni Poggi SupR 9 84 0 15 Sep 2019
To Beta or Not To Beta: Information Bottleneck for DigitaL Image Forensics Aurobrata Ghosh Zheng Zhong Steve Cruz Subbu Veeravasarapu Terrance E Boult M. Singh AAML 11 2 0 11 Aug 2019
SpliceRadar: A Learned Method For Blind Image Forensics Aurobrata Ghosh Zheng Zhong Terrance E Boult M. Singh 11 13 0 27 Jun 2019
Hue Modification Localization By Pair Matching Quoc-Tin Phan M. Vascotto G. Boato AAML 14 0 0 05 Mar 2019
Neural Imaging Pipelines - the Scourge or Hope of Forensics? Pawel Korus N. Memon 6 1 0 27 Feb 2019
Forensic Similarity for Digital Images O. Mayer Matthew C. Stamm 11 122 0 13 Feb 2019
Efficient Image Splicing Localization via Contrastive Feature Extraction Ronald Salloum C.-C. Jay Kuo 11 2 0 22 Jan 2019
CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning Yisroel Mirsky Tom Mahler I. Shelef Yuval Elovici MedIm 22 193 0 11 Jan 2019
Do GANs leave artificial fingerprints? Francesco Marra Diego Gragnaniello L. Verdoliva Giovanni Poggi GAN 17 315 0 31 Dec 2018
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection D. Cozzolino Justus Thies Andreas Rossler Christian Riess Matthias Nießner L. Verdoliva AAML 13 266 0 06 Dec 2018
Content Authentication for Neural Imaging Pipelines: End-to-end Optimization of Photo Provenance in Complex Distribution Channels Pawel Korus N. Memon 18 13 0 04 Dec 2018
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 19 3 0 20 Nov 2018
Exposing DeepFake Videos By Detecting Face Warping Artifacts Yuezun Li Siwei Lyu AAML CVBM 4 896 0 01 Nov 2018
Camera-based Image Forgery Localization using Convolutional Neural Networks D. Cozzolino L. Verdoliva 11 34 0 29 Aug 2018
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection D. Cozzolino Giovanni Poggi L. Verdoliva 101 324 0 14 Mar 2017