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Digital Forensics and Watermarking [electronic resource] : 21st International Workshop, IWDW 2022, Guilin, China, November 18-19, 2022, Revised Selected Papers / edited by Xianfeng Zhao, Zhenjun Tang, Pedro Comesaña-Alfaro, Alessandro Piva.

Contributor(s): Zhao, Xianfeng [editor.] | Tang, Zhenjun [editor.] | Comesaña-Alfaro, Pedro [editor.] | Piva, Alessandro [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 13825Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2023Edition: 1st ed. 2023.Description: XII, 219 p. 94 illus., 76 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031251153.Subject(s): Cryptography | Data encryption (Computer science) | Numerical analysis | Computer vision | Machine learning | Computer networks  | Computer engineering | Cryptology | Numerical Analysis | Computer Vision | Machine Learning | Computer Communication Networks | Computer Engineering and NetworksAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.824 Online resources: Click here to access online
Contents:
Steganology -- High-Performance Steganographic Coding Based on Sub-Polarized Channel -- High-Capacity Adaptive Steganography Based on Transform Coefficient for HEVC -- Forensics and Security Analysis -- SE-ResNet56: Robust Network Model for Deepfake Detection -- Voice Conversion Using Learnable Similarity-Guided Masked Autoencoder -- Visual Explanations for Exposing Potential Inconsistency of Deepfakes -- Improving the Transferability of Adversarial Attacks through Both Front and Rear Vector Method -- Manipulated Face Detection and Localization Based on Semantic Segmentation -- Deep Learning Image Age Approximation - What is more Relevant: Image Content or Age Information? -- Watermarking -- Physical Anti-Copying Semi-Robust Random Watermarking for QR Code -- Robust and Imperceptible Watermarking Scheme for GWAS Data Traceability -- Adaptive Robust Watermarking Method Based on Deep Neural Networks -- Adaptive Despread Spectrum-Based Image Watermarking for Fast Product Tracking -- Reversible Data Hiding via Arranging Blocks of Bit-Planes in Encrypted Images -- High Capacity Reversible Data Hiding for Encrypted 3D Mesh Models Based on Topology. .
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 21st International Workshop, IWDW 2022, held in Guilin, China, during November 18-19, 2022. The 14 full papers included in this book were carefully reviewed and selected from 30 submissions. They were organized in topical sections as follows: Steganology, Forensics and Security Analysis, Watermarking.
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Steganology -- High-Performance Steganographic Coding Based on Sub-Polarized Channel -- High-Capacity Adaptive Steganography Based on Transform Coefficient for HEVC -- Forensics and Security Analysis -- SE-ResNet56: Robust Network Model for Deepfake Detection -- Voice Conversion Using Learnable Similarity-Guided Masked Autoencoder -- Visual Explanations for Exposing Potential Inconsistency of Deepfakes -- Improving the Transferability of Adversarial Attacks through Both Front and Rear Vector Method -- Manipulated Face Detection and Localization Based on Semantic Segmentation -- Deep Learning Image Age Approximation - What is more Relevant: Image Content or Age Information? -- Watermarking -- Physical Anti-Copying Semi-Robust Random Watermarking for QR Code -- Robust and Imperceptible Watermarking Scheme for GWAS Data Traceability -- Adaptive Robust Watermarking Method Based on Deep Neural Networks -- Adaptive Despread Spectrum-Based Image Watermarking for Fast Product Tracking -- Reversible Data Hiding via Arranging Blocks of Bit-Planes in Encrypted Images -- High Capacity Reversible Data Hiding for Encrypted 3D Mesh Models Based on Topology. .

This book constitutes the refereed proceedings of the 21st International Workshop, IWDW 2022, held in Guilin, China, during November 18-19, 2022. The 14 full papers included in this book were carefully reviewed and selected from 30 submissions. They were organized in topical sections as follows: Steganology, Forensics and Security Analysis, Watermarking.

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