Privacy Preservation in Distributed Systems
portes grátis
Privacy Preservation in Distributed Systems
Algorithms and Applications
Zhang, Anqi; Zhao, Ping; Zhang, Guanglin
Springer International Publishing AG
05/2024
256
Dura
9783031580123
15 a 20 dias
Descrição não disponível.
Introduction.- Part I Privacy lssues in Data Aggregation.- LocMIA: Membership Inference Attacks against Aggregated Location Data.- Synthesizing Privacy Preserving Traces: Enhancing Plausibility with Social Networks.- DAML: Practical Secure Protocol for Data Aggregation based Machine Learning.- Enhancing Privacy Preservation in Speech Data Publishing.- Part II Privacy Issues in Indoor Localization.- Lightweight Privacy-Preserving Scheme in WiFi Fingerprint-Based Indoor Localization.- P3LOC: A Privacy-Preserving Paradigm-Driven framework for Indoor Localization.- Preserving Privacy in WiFi Localization with Plausible Dummy Locations.- Part III Privacy-Preserving Offloading in MEC.- Deep Reinforcement Learning-based Joint Optimization of Delay and Privacy in Multiple-User MEC Systems.- Load Balancing for Energy-Harvesting Mobile Edge Computing.- Learning-based Joint Optimization of Energy-Delay and Privacyin Multiple-User Edge-Cloud Collaboration MEC Systems.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Binary classifier;Data aggregation;Membership inference attacks;Membership privacy;Trace privacy;Trace plausibility
Introduction.- Part I Privacy lssues in Data Aggregation.- LocMIA: Membership Inference Attacks against Aggregated Location Data.- Synthesizing Privacy Preserving Traces: Enhancing Plausibility with Social Networks.- DAML: Practical Secure Protocol for Data Aggregation based Machine Learning.- Enhancing Privacy Preservation in Speech Data Publishing.- Part II Privacy Issues in Indoor Localization.- Lightweight Privacy-Preserving Scheme in WiFi Fingerprint-Based Indoor Localization.- P3LOC: A Privacy-Preserving Paradigm-Driven framework for Indoor Localization.- Preserving Privacy in WiFi Localization with Plausible Dummy Locations.- Part III Privacy-Preserving Offloading in MEC.- Deep Reinforcement Learning-based Joint Optimization of Delay and Privacy in Multiple-User MEC Systems.- Load Balancing for Energy-Harvesting Mobile Edge Computing.- Learning-based Joint Optimization of Energy-Delay and Privacyin Multiple-User Edge-Cloud Collaboration MEC Systems.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
