Keyword

multimedia forensics

Description: The examination of digital audio, video, images, and related files to establish their origin, authenticity, or history for investigative purposes.

Primary topic: Digital Media Forensic Detection (65%)

OpenAlex ID: keywords/multimedia-forensics

Media Forensics and DeepFakes: An Overview

2020 · Luisa Verdoliva · IEEE Journal of Selected Topics in Signal Processing · 971

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Capsule-forensics: Using Capsule Networks to Detect Forged Images and Videos

2019 · Huy H. Nguyen, Junichi Yamagishi, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 947

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Constrained Convolutional Neural Networks: A New Approach Towards General Purpose Image Manipulation Detection

2018 · Belhassen Bayar, Matthew C. Stamm · IEEE Transactions on Information Forensics and Security · 601

Information Forensics: An Overview of the First Decade

2013 · Matthew C. Stamm, Min Wu, et al. · IEEE Access · 393

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MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection

2022 · Chengbo Dong, Xinru Chen, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 362

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Do GANs Leave Artificial Fingerprints?

2019 · Francesco Marra, Diego Gragnaniello, et al. · IEEE Conference on Multimedia Information Processing and Retrieval (MIPR) · 359

MFC Datasets: Large-Scale Benchmark Datasets for Media Forensic Challenge Evaluation

2019 · Haiying Guan, Mark Kozak, et al. · IEEE Winter Applications of Computer Vision Workshops (WACVW) · 327

Data-Hiding Codes

2005 · P. Moulin, R. Koetter · Proceedings of the IEEE · 308

On The Detection of Synthetic Images Generated by Diffusion Models

2023 · Riccardo Corvi, Davide Cozzolino, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 300

VISION: a video and image dataset for source identification

2017 · Dasara Shullani, Marco Fontani, et al. · EURASIP Journal on Information Security · 281

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ObjectFormer for Image Manipulation Detection and Localization

2022 · Junke Wang, Zuxuan Wu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 251

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When seeing isn't believing

2004 · B.B. Zhu, M.D. Swanson, et al. · IEEE Signal Processing Magazine · 165

DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices

2020 · Run Wang, Felix Juefei-Xu, et al. · ACM International Conference on Multimedia (ACM MM) · 131

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DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance

2021 · Ruben Tolosana, Sergio Romero-Tapiador, et al. · Lecture notes in computer science · 113

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Design Principles of Convolutional Neural Networks for Multimedia Forensics

2017 · Belhassen Bayar, Matthew C. Stamm · Electronic Imaging · 113

Video content authentication techniques: a comprehensive survey

2017 · Raahat Devender Singh, Naveen Aggarwal · Multimedia Systems · 111

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A detailed analysis of image and video forgery detection techniques

2022 · Shobhit Tyagi, Divakar Yadav · The Visual Computer · 109

Joint Forensics-Scheduling Strategy for Delay-Sensitive Multimedia Applications over Heterogeneous Networks

2011 · Liang Zhou, Han-Chieh Chao, et al. · IEEE Journal on Selected Areas in Communications · 108

Recent Advances in Multimedia Information System Security

2009 · Shiguo Lian, Dimitris Kanellopoulos, et al. · Informatica · 106

Noise Features for Image Tampering Detection and Steganalysis

2007 · Hongmei Gou, Ashwin Swaminathan, et al. · Proceedings - International Conference on Image Processing · 103

I Know What You Saw Last Minute—Encrypted HTTP Adaptive Video Streaming Title Classification

2017 · Ran Dubin, Amit Dvir, et al. · IEEE Transactions on Information Forensics and Security · 99

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Fusing Global and Local Features for Generalized AI-Synthesized Image Detection

2022 · Yan Ju, Shan Jia, et al. · Proceedings - International Conference on Image Processing · 98

Source Location Identification of Distribution-Level Electric Network Frequency Signals at Multiple Geographic Scales

2017 · Wenxuan Yao, Jiecheng Zhao, et al. · IEEE Access · 82

Group-Oriented Fingerprinting for Multimedia Forensics

2004 · Z. Jane Wang, Min Wu, et al. · EURASIP Journal on Advances in Signal Processing · 81

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More Real Than Real: A Study on Human Visual Perception of Synthetic Faces [Applications Corner]

2021 · Federica Lago, Cecilia Pasquini, et al. · IEEE Signal Processing Magazine · 76

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Works count: 1,085

Citation count: 12,520