Noiseprint: a CNN-based camera model fingerprint

25 August 2018

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

50 / 137 papers shown

Title
Representing Noisy Image Without Denoising Shuren Qi Yushu Zhang Chao Wang Tao Xiang Xiaochun Cao Yong Xiang 13 1 0 18 Jan 2023
EXIF as Language: Learning Cross-Modal Associations Between Images and Camera Metadata Chenhao Zheng Ayush Shrivastava Andrew Owens VLM 28 11 0 11 Jan 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng Ziyang Chen Andrew Owens 31 71 0 04 Jan 2023
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization Fabrizio Guillaro D. Cozzolino Avneesh Sud Nick Dufour L. Verdoliva 24 99 0 21 Dec 2022
A Novel Hierarchical-Classification-Block Based Convolutional Neural Network for Source Camera Model Identification Mohammad Zunaed S. Fattah 11 2 0 08 Dec 2022
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces T. D. Nguyen Shengbang Fang Matthew C. Stamm 36 11 0 28 Nov 2022
Training Data Improvement for Image Forgery Detection using Comprint Hannes Mareen Dante Vanden Bussche G. V. Wallendael L. Verdoliva Peter Lambert 11 1 0 25 Nov 2022
Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces Shengbang Fang Matthew C. Stamm AAML 16 6 0 22 Nov 2022
Deepfake Detection: A Comprehensive Study from the Reliability Perspective Tianyi Wang Xin Liao Kam-pui Chow Xiaodong Lin Yinglong Wang 34 16 0 20 Nov 2022
On the detection of synthetic images generated by diffusion models Riccardo Corvi D. Cozzolino Giada Zingarini Giovanni Poggi Koki Nagano L. Verdoliva 130 216 0 01 Nov 2022
Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting Naifeng Zhang Shan Jia Siwei Lyu Xin Li AAML 29 1 0 27 Oct 2022
Towards Effective Image Manipulation Detection with Proposal Contrastive Learning Yuyuan Zeng Bowen Zhao Shanzhao Qiu Tao Dai Shutao Xia 29 25 0 16 Oct 2022
Comprint: Image Forgery Detection and Localization using Compression Fingerprints Hannes Mareen Dante Vanden Bussche Fabrizio Guillaro D. Cozzolino G. V. Wallendael Peter Lambert L. Verdoliva 9 16 0 05 Oct 2022
CFL-Net: Image Forgery Localization Using Contrastive Learning Fahim Faisal Niloy K. Bhaumik Simon S. Woo 23 31 0 04 Oct 2022
Learning Second Order Local Anomaly for General Face Forgery Detection Jianwei Fei Yunshu Dai Peipeng Yu Tianrun Shen Zhihua Xia Jian Weng CVBM 103 52 0 30 Sep 2022
An Overview on the Generation and Detection of Synthetic and Manipulated Satellite Images Lydia Abady E. D. Cannas Paolo Bestagini B. Tondi Stefano Tubaro Mauro Barni 30 14 0 19 Sep 2022
Effective Image Tampering Localization with Multi-Scale ConvNeXt Feature Fusion Haochen Zhu Gang Cao Mo Zhao 28 22 0 29 Aug 2022
Forensic License Plate Recognition with Compression-Informed Transformers Denise Moussa Anatol Maier Andreas Spruck Jürgen Seiler Christian Riess ViT 19 6 0 29 Jul 2022
GPU-accelerated SIFT-aided source identification of stabilized videos Andrea Montibeller Cecilia Pasquini G. Boato S. Dell’Anna Fernando Pérez-González 11 6 0 29 Jul 2022
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images Benjamin Hadwiger Christian Riess 14 3 0 21 Jun 2022
Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints Hae Jin Song Wael AbdAlmageed OOD 30 0 0 04 Jun 2022
An Overview of Recent Work in Media Forensics: Methods and Threats Kratika Bhagtani A. Yadav Emily R. Bartusiak Ziyue Xiang Ruiting Shao Sriram Baireddy Edward J. Delp AAML 47 25 0 26 Apr 2022
Detecting Recolored Image by Spatial Correlation Yushu Zhang Nuo Chen Shuren Qi Mingfu Xue Xiaochun Cao 11 1 0 23 Apr 2022
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images Brandon Khoo C. H. Lim Raphaël C.-W. Phan 24 0 0 18 Mar 2022
SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization Susmit Agrawal Prabhat Kumar Siddharth Seth T. Parag M. Singh R. Venkatesh Babu 19 10 0 15 Mar 2022
A Principled Design of Image Representation: Towards Forensic Tasks Shuren Qi Yushu Zhang Chao Wang Jiantao Zhou Xiaochun Cao 16 17 0 02 Mar 2022
Compliance Challenges in Forensic Image Analysis Under the Artificial Intelligence Act Benedikt Lorch Nicole Scheler Christian Riess 17 5 0 01 Mar 2022
DRAWNAPART: A Device Identification Technique based on Remote GPU Fingerprinting Tomer Laor Naif Mehanna Antonin Durey Vitaly Dyadyuk Pierre Laperdrix Clémentine Maurice Yossi Oren Romain Rouvoy Walter Rudametkin U. Adelaide MLAU 14 34 0 24 Jan 2022
Amplitude SAR Imagery Splicing Localization E. D. Cannas Nicolò Bonettini S. Mandelli Paolo Bestagini Stefano Tubaro 13 5 0 07 Jan 2022
MissMarple : A Novel Socio-inspired Feature-transfer Learning Deep Network for Image Splicing Detection Angelina L. Gokhale Dhanya Pramod Sudeep D. Thepade Ravi Kulkarni 16 1 0 15 Dec 2021
GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection Sowmen Das Md. Saiful Islam Md Ruhul Amin 6 23 0 08 Dec 2021
A comparison study of CNN denoisers on PRNU extraction Hui Zeng M. Hosseini Kang Deng Anjie Peng M. Goljan 28 1 0 06 Dec 2021
Beyond PRNU: Learning Robust Device-Specific Fingerprint for Source Camera Identification ·. Manisha Chang-Tsun Li Xufeng Lin Karunakar A. Kotegar AAML 27 10 0 03 Nov 2021
Identification of Social-Media Platform of Videos through the Use of Shared Features Luca Maiano Irene Amerini L. R. Celsi Aris Anagnostopoulos 28 12 0 08 Sep 2021
Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization Myung-Joon Kwon Seung-Hun Nam In-Jae Yu Heung-Kyu Lee Changick Kim 15 107 0 30 Aug 2021
TransForensics: Image Forgery Localization with Dense Self-Attention Jing Hao Zhixin Zhang Shicai Yang Di Xie Shiliang Pu AAML ViT 26 47 0 09 Aug 2021
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales Chen Kong Baoliang Chen Haoliang Li Shiqi Wang Anderson de Rezende Rocha Sam Kwong CVBM 43 61 0 13 Jul 2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images Vishal Asnani Xi Yin Tal Hassner Xiaoming Liu 20 65 0 15 Jun 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 34 1,368 0 06 Jun 2021
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization Xiaohong Liu Yao-Kai Liu Jun Chen Xiaoming Liu 22 185 0 19 Mar 2021
The Effect of Class Definitions on the Transferability of Adversarial Attacks Against Forensic CNNs Xinwei Zhao Matthew C. Stamm AAML 9 4 0 26 Jan 2021
A Transferable Anti-Forensic Attack on Forensic CNNs Using A Generative Adversarial Network Xinwei Zhao Chen Chen Matthew C. Stamm GAN AAML 19 4 0 23 Jan 2021
Two-Stage Copy-Move Forgery Detection with Self Deep Matching and Proposal SuperGlue Yaqi Liu Chao Xia Xiaobin Zhu Shengwei Xu 3DPC 21 52 0 16 Dec 2020
Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation Jeff Da Maxwell Forbes Rowan Zellers Anthony Zheng Jena D. Hwang Antoine Bosselut Yejin Choi DiffM 20 12 0 08 Dec 2020
ID-Reveal: Identity-aware DeepFake Video Detection D. Cozzolino Andreas Rossler Justus Thies Matthias Nießner L. Verdoliva AAML 19 163 0 04 Dec 2020
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization Yanbin Liu Ranglei Wu Xiuli Bi Bin Xiao Weisheng Li Guoyin Wang Xinbo Gao 14 29 0 03 Dec 2020
The Forchheim Image Database for Camera Identification in the Wild Benjamin Hadwiger Christian Riess 17 39 0 04 Nov 2020
Statistical Analysis of Signal-Dependent Noise: Application in Blind Localization of Image Splicing Forgery Mian Zou Heng Yao Chuan Qin Xinpeng Zhang 10 1 0 30 Oct 2020
Generative Autoregressive Ensembles for Satellite Imagery Manipulation Detection D. M. Montserrat János Horváth S. Yarlagadda F. Zhu Edward J. Delp 19 15 0 08 Oct 2020
Two-stream Encoder-Decoder Network for Localizing Image Forgeries A. Mazumdar P. Bora 11 11 0 27 Sep 2020