Deepfake and Image Forgery Detection
eBook - ePub

Deepfake and Image Forgery Detection

Cybersecurity, Multimedia Forensics, Image Manipulation

  1. 430 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Deepfake and Image Forgery Detection

Cybersecurity, Multimedia Forensics, Image Manipulation

About this book

Deepfake and image forgery technologies have advanced at an alarming rate, creating significant challenges for digital forensics and cybersecurity professionals. Beyond technical concerns, the abuse of these technologies poses profound societal risks, including erosion of trust, reputational harm, and the exploitation of vulnerable populations, such as through image-based abuse and social engineering attacks.

 

This book provides a comprehensive exploration of tools, techniques, and workflows for authenticating digital imagery. Topics include AI-based feature extraction, forensic analysis of metadata, lighting, and textures, and detecting temporal inconsistencies in videos. Each chapter equips forensic analysts, IT professionals, and law enforcement personnel with actionable insights, case studies, and reliable methods for detecting manipulation while addressing ethical and legal considerations.

 

This book is an essential resource for practitioners and researchers seeking to mitigate the social and legal consequences of forgery abuse and ensure the integrity of digital evidence in an increasingly complex technological landscape.

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Information

Publisher
De Gruyter
Year
2026
eBook ISBN
9783111734330

Table of contents

  1. Title Page
  2. Copyright
  3. Contents
  4. Frontmatter
  5. Dedication
  6. Contents
  7. 1 Introduction to Deepfakes and Image Forgeries
  8. 2 Principles of Multimedia Forensics
  9. 3 Methods of Image Manipulation
  10. 4 Best Practices and Forensic Procedure
  11. 5 Methods of Image Authentication
  12. 6 Substantive and Contextual Analysis
  13. 7 Feature-Based Analysis: Extraction and Identification
  14. 8 Compression and Encoding Forensics
  15. 9 Sensor and Optical Signature Analysis
  16. 10 Motion and Temporal Analysis
  17. 11 Learned Detection and Hybrid Systems
  18. 12 Legal and Ethical Considerations
  19. 13 Future Directions in Image Forgery Detection
  20. 14 Glossary
  21. Index
  22. Index

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Yes, you can access Deepfake and Image Forgery Detection by Chad Johnson in PDF and/or ePUB format, as well as other popular books in Computer Science & Digital Media. We have over one million books available in our catalogue for you to explore.