Adversarial Multimedia Forensics (Hardcover, 2024)

Chapter. 1.?Model Poisoning Attack against Federated Learning with Adaptive AggregationChapter. 2.?Image Forgery Detection using Comprint: A Comprehensive StudyChapter. 3.?Good or evil: Generative adversarial networks in digital forensicsChapter. 4.?Refined GAN-Based Attack Against Image Splicing Detection and Localization AlgorithmsChapter. 5.?Generative Adversarial networks for Artificial Satellite Image Creation and ManipulationChapter. 6.?Domain Specific Information based learning for Facial Image ForensicsChapter. 7.?Linguistic Steganography and Linguistic SteganalysisChapter. 8.?Random Deep Feature Selection's Efficiency in Securing Image Manipulation Detectors Opposed by Adversarial AttacksChapter. 9.?Optimized Distribution for Robust Watermarking of Deep neural Networks through Fixed Embedding WeightsChapter. 10.?Anti Forensic Measures and Their Impact on Forensic InvestigationsChapter. 11.?Using Vocoder Artifacts for Audio Deepfakes Detection