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Frontiers in Fake Media Generation and Detection

Frontiers in Fake Media Generation and Detection

Hardcover

Series: Studies in Autonomic, Data-Driven and Industrial Computing

Technology & EngineeringGeneral ComputersProbability & Statistics

ISBN10: 9811915237
ISBN13: 9789811915239
Publisher: Springer
Published: May 29 2022
Pages: 273
Weight: 1.29
Height: 0.69 Width: 6.14 Depth: 9.21
Language: English
Part 1: Introduction.- Chapter 1. Deepfakes and Society: What lies ahead?.- Chapter 2. Adversarial Examples and Defenses.- Part 2: Fake Media Generation.- Chapter 3. Adversarial Attacks.- Chapter 4. Robust Deepfake On Unrestricted Media: Generation And Detection.- Chapter 5. Spoofing Tweet Generator considering Points of Interest of Target User.- Part 3: Fake Media Detection.- Chapter 6. Defense Against Adversarial Attacks.- Chapter 7. Adversarial Defense with Secret Key.- Chapter 8. A Practical Guide to Logical Access Voice Presentation Attack Detection.- Chapter 9. Cross-Domain Fake News Detection on Social Media: A Context-Aware Adversarial Approach.- Part 4: Further Topics and Trends.- Chapter 10. Recognizer Cloning Attack on Image Recognition Services and Its Defending Method.- Chapter 11. Dynamic deception using social media.

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