صورة الغلاف

Adversarial Multimedia Forensics

This book explores various aspects of digital forensics, security and machine learning, while offering valuable insights into the ever-evolving landscape of multimedia forensics and data security. This book’s content can be summarized in two main areas. The first area of this book primarily addresse...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
مؤلف مشترك: SpringerLink (Online service)
مؤلفون آخرون: Nowroozi, Ehsan (المحرر), Kallas, Kassem (المحرر), Jolfaei, Alireza (المحرر)
التنسيق: الكتروني كتاب الكتروني
اللغة:الإنجليزية
منشور في: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
الطبعة:1st ed. 2024.
سلاسل:Advances in Information Security, 104
الموضوعات:
Machine learning.
Image processing > Digital techniques.
Computer vision.
Computer crimes.
Signal processing.
Artificial intelligence.
Machine Learning.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer Crime.
Signal, Speech and Image Processing.
Artificial Intelligence.
الوصول للمادة أونلاين:https://doi.org/10.1007/978-3-031-49803-9
الوسوم: إضافة وسم
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جدول المحتويات:
  • 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.

مواد مشابهة