32 research outputs found
Echtzeitfähige Funkvernetzung für hochautomatisierte Arbeitsmaschinen und -prozesse in der Landwirtschaft
One4All Cooperative Media Access Strategy in Infrastructure Based Distributed Wireless Networks
Bridging inter-flow and intra-flow network coding in wireless mesh networks:From theory to implementation
Performance Evaluation and Implementation of IP and Robust Header Compression Schemes for TCP and UDP Traffic in Static and Dynamic Wireless Contexts
Theory that Matters! Problem-based learning towards 5G Communication System and Standards
Theory that Matters! Problem-based learning towards 5G Communication System and Standard
Survey on Fully Homomorphic Encryption, Theory, and Applications
Data privacy concerns are increasing significantly in the context of Internet of Things, cloud services, edge computing, artificial intelligence applications, and other applications enabled by next generation networks. Homomorphic Encryption addresses privacy challenges by enabling multiple operations to be performed on encrypted messages without decryption. This paper comprehensively addresses homomorphic encryption from both theoretical and practical perspectives. The paper delves into the mathematical foundations required to understand fully homomorphic encryption (FHE). It consequently covers design fundamentals and security properties of FHE and describes the main FHE schemes based on various mathematical problems. On a more practical level, the paper presents a view on privacy-preserving Machine Learning using homomorphic encryption, then surveys FHE at length from an engineering angle, covering the potential application of FHE in fog computing, and cloud computing services. It also provides a comprehensive analysis of existing state-of-the-art FHE libraries and tools, implemented in software and hardware, and the performance thereof