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Adversarial Multimedia Forensics

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Cover of 'Adversarial Multimedia Forensics'

Table of Contents

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    Book Overview
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    Chapter 1 Model Poisoning Attack Against Federated Learning with Adaptive Aggregation
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    Chapter 2 Image Forgery Detection Using Comprint: A Comprehensive Study
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    Chapter 3 Good or Evil: Generative Adversarial Networks in Digital Forensics
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    Chapter 4 Refined GAN-Based Attack Against Image Splicing Detection and Localization Algorithms
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    Chapter 5 Generative Adversarial Networks for Artificial Satellite Image Creation and Manipulation
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    Chapter 6 Domain Specific Information Based Learning for Facial Image Forensics
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    Chapter 7 Linguistic Steganography and Linguistic Steganalysis
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    Chapter 8 Random Deep Feature Selection’s Efficiency in Securing Image Manipulation Detectors Opposed by Adversarial Attacks
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    Chapter 9 Optimized Distribution for Robust Watermarking of Deep Neural Networks Through Fixed Embedding Weights
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    Chapter 10 Anti Forensic Measures and Their Impact on Forensic Investigations
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    Chapter 11 Using Vocoder Artifacts For Audio Deepfakes Detection
Attention for Chapter 6: Domain Specific Information Based Learning for Facial Image Forensics
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Chapter title
Domain Specific Information Based Learning for Facial Image Forensics
Chapter number 6
Book title
Adversarial Multimedia Forensics
Published in
Advances in Information Security, January 2024
DOI 10.1007/978-3-031-49803-9_6
Book ISBNs
978-3-03-149802-2, 978-3-03-149803-9
Authors

Nagavi, Trisiladevi C., Mahesha, P., Kruthika, S. G.

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