Adversarial Multimedia Forensics
portes grátis
Adversarial Multimedia Forensics
Nowroozi, Ehsan; Jolfaei, Alireza; Kallas, Kassem
Springer International Publishing AG
03/2024
284
Dura
Inglês
9783031498022
15 a 20 dias
Descrição não disponível.
Chapter. 1. Model Poisoning Attack against Federated Learning with Adaptive Aggregation.- Chapter. 2. Image Forgery Detection using Comprint: A Comprehensive Study.- Chapter. 3. Good or evil: Generative adversarial networks in digital forensics.- Chapter. 4. Refined GAN-Based Attack Against Image Splicing Detection and Localization Algorithms.- Chapter. 5. Generative Adversarial networks for Artificial Satellite Image Creation and Manipulation.- Chapter. 6. Domain Specific Information based learning for Facial Image Forensics.- Chapter. 7. Linguistic Steganography and Linguistic Steganalysis.- Chapter. 8. Random Deep Feature Selection's Efficiency in Securing Image Manipulation Detectors Opposed by Adversarial Attacks.- Chapter. 9. Optimized Distribution for Robust Watermarking of Deep neural Networks through Fixed Embedding Weights.- Chapter. 10. Anti Forensic Measures and Their Impact on Forensic Investigations.- Chapter. 11. Using Vocoder Artifacts for Audio Deepfakes Detection.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Adversarial Attacks;DeepFake Detection;Multimedia Forensics;Digital Forensics;Image Forensics;Video Forensics;Audio Forensics;Deep Learning in Forensics;Forgery Detection;Adversarial Defense;Generative Adversarial Networks;Image Manipulation;Adversarial Machine learning;Steganalysis;Watermarking;Deep Learning Security;Multimedia Security;Adversarial Attacks of Image and Video;Synthetic Media;Fake Media
Chapter. 1. Model Poisoning Attack against Federated Learning with Adaptive Aggregation.- Chapter. 2. Image Forgery Detection using Comprint: A Comprehensive Study.- Chapter. 3. Good or evil: Generative adversarial networks in digital forensics.- Chapter. 4. Refined GAN-Based Attack Against Image Splicing Detection and Localization Algorithms.- Chapter. 5. Generative Adversarial networks for Artificial Satellite Image Creation and Manipulation.- Chapter. 6. Domain Specific Information based learning for Facial Image Forensics.- Chapter. 7. Linguistic Steganography and Linguistic Steganalysis.- Chapter. 8. Random Deep Feature Selection's Efficiency in Securing Image Manipulation Detectors Opposed by Adversarial Attacks.- Chapter. 9. Optimized Distribution for Robust Watermarking of Deep neural Networks through Fixed Embedding Weights.- Chapter. 10. Anti Forensic Measures and Their Impact on Forensic Investigations.- Chapter. 11. Using Vocoder Artifacts for Audio Deepfakes Detection.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Adversarial Attacks;DeepFake Detection;Multimedia Forensics;Digital Forensics;Image Forensics;Video Forensics;Audio Forensics;Deep Learning in Forensics;Forgery Detection;Adversarial Defense;Generative Adversarial Networks;Image Manipulation;Adversarial Machine learning;Steganalysis;Watermarking;Deep Learning Security;Multimedia Security;Adversarial Attacks of Image and Video;Synthetic Media;Fake Media
