03199nam 22007215 450 991104770750332120251108120414.0981-9513-94-410.1007/978-981-95-1394-9(MiAaPQ)EBC32405817(Au-PeEL)EBL32405817(CKB)42039040400041(DE-He213)978-981-95-1394-9(EXLCZ)994203904040004120251108d2026 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBlockchain and Federated Learning Synergy for Privacy-Focused DeepFex Solutions /edited by Abhishek Kumar, Dr. Priya Batta, T. Ananth Kumar, S. Oswalt Manoj1st ed. 2026.Singapore :Springer Nature Singapore :Imprint: Springer,2026.1 online resource (303 pages)Blockchain Technologies,2661-8346981-9513-93-6 Introduction -- DeepFex: Detecting Deepfakes in the Digital Age -- Blockchain Technology Overview -- Federated Learning Basics -- Integrating Blockchain with Federated Learning -- Privacy and Security in DeepFex Solutions -- Real-World Applications and Use Cases -- Challenges, Ethics, and Regulatory Perspectives -- Future Directions -- Conclusion.This book highlights the transformative synergy between Blockchain and Federated Learning in developing privacy-focused solutions for DeepFex. By leveraging the decentralized nature of blockchain alongside the privacy-preserving capabilities of federated learning, it offers a novel approach to combating the growing challenges of deepfake technology. The integration of these two cutting-edge technologies ensures data security, model integrity, and transparent collaboration, making it possible to detect and mitigate deepfakes in a scalable, ethical, and decentralized manner.Blockchain Technologies,2661-8346Blockchains (Databases)Security systemsArtificial intelligenceData miningImage processingMachine learningBlockchainSecurity Science and TechnologyArtificial IntelligenceData Mining and Knowledge DiscoveryImage ProcessingMachine LearningBlockchains (Databases)Security systems.Artificial intelligence.Data mining.Image processing.Machine learning.Blockchain.Security Science and Technology.Artificial Intelligence.Data Mining and Knowledge Discovery.Image Processing.Machine Learning.005.824005.74Kumar Abhishek977677MiAaPQMiAaPQMiAaPQBOOK9911047707503321Blockchain and Federated Learning Synergy for Privacy-Focused DeepFex Solutions4467594UNINA