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Securing Multimedia in the Age of Deepfakes: Ai-Driven Forensics and Quantum-Resilient Cyber Defense
Hardcover
ISBN13: 9783032424204
Publisher: Springer
Published: Apr 12 2027
Language: English
Securing Multimedia in the Age of Deepfakes provides a comprehensive, end-to-end treatment of multimedia security, covering deepfake and synthetic media detection, digital forensics, adversarially robust AI, watermarking, fingerprinting, content provenance, authenticated media pipelines, and post-quantum cryptography. It addresses image, video, and audio security while examining evidence handling, chain of custody, datasets, evaluation metrics, source attribution, secure storage, real-time streaming, and cryptographic signing.
The book explains how spatial, temporal, spectral, and metadata-based signals can be combined to detect, authenticate, and attribute manipulated content. It presents practical approaches for defending against evasion and data-poisoning attacks, conducting red-team evaluations, and establishing trusted media workflows through hashing, watermarking, digital signatures, and content authenticity frameworks. It also examines hybrid classical and post-quantum security architectures, including their performance, interoperability, and deployment trade-offs.
Designed for researchers, postgraduate students, educators, cybersecurity professionals, forensic analysts, and security engineers, the book connects foundational concepts with implementation-oriented methods and real-world applications. Readers will gain practical frameworks for developing, evaluating, and deploying multimedia security systems that remain trustworthy amid rapid advances in generative AI and quantum computing.
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