Data-Driven Digital Integrity Verification-Reference-Cited by-同舟云学术

Data-Driven Digital Integrity Verification

Published:2022 Issue: Volume: Page:281-311
ISSN:2191-6586
Container-title:Multimedia Forensics
language:
Short-container-title:

Author:

Cozzolino Davide,Poggi Giovanni,Verdoliva Luisa

Abstract

AbstractImages and videos are by now a dominant part of the information flowing on the Internet and the preferred communication means for younger generations. Besides providing information, they elicit emotional responses, much stronger than text does. It is probably for these reasons that the advent of AI-powered deepfakes, realistic and relatively easy to generate, has raised great concern among governments and ordinary people alike.

Publisher

Springer Singapore

Link

https://link.springer.com/content/pdf/10.1007/978-981-16-7621-5_11

Reference103 articles.

1. Al Shaya O, Yang P, Ni R, Zhao Y, Piva A (2018) A new dataset for source identification of high dynamic range images. Sensors 18

2. Amerini I, Ballan L, Caldelli R, Del Bimbo A, Serra G (2011) A SIFT-Based forensic method for copy-move attack detection and transformation recovery. IEEE Trans Inf Forensics Secur 6(3):1099–1110

3. Amerini I, Uricchio T, Ballan L, Caldelli R (2017) Localization of JPEG double compression through multi-domain convolutional neural networks. In: IEEE computer vision and pattern recognition (CVPR) workshops

4. Bammey Q, von Gioi R, Morel J-M (2020) An adaptive neural network for unsupervised mosaic consistency analysis in image forensics. In: IEEE conference on computer vision and pattern recognition (CVPR), pp 14182–14192

5. Bappy JH, Simons C, Nataraj L, Manjunath BS, Roy-Chowdhury AK (2019) Hybrid LSTM and encoder-decoder architecture for detection of image forgeries. IEEE Trans Image Process 28(7):3286–3300

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Bibliometric Analysis of Deepfakes : Trends, Applications and Challenges;ICST Transactions on Scalable Information Systems;2024-07-12