Essays about: "data clients"

Showing result 1 - 5 of 380 essays containing the words data clients.

  1. 1. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Sofia Leksell; [2024]
    Keywords : Federated Learning; Adversarial Attacks; Regression; Classification;

    Abstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving  a noticeable gap in FL research specifically for regression models. READ MORE

  3. 2. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models

    University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Author : Sofia Leksell; [2024]
    Keywords : Federated Learning; Adversarial Attacks; Regression; Classification;

    Abstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving  a noticeable gap in FL research specifically for regression models. READ MORE

  4. 3. Re-design and usability improvement of Arvue : an AR application displaying house models in their real context

    University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Author : Maja Edström; [2024]
    Keywords : UX; Interaction Design; Usability; Augmented Reality; AR; UX; Interaktionsdesign; Användarvänlighet; Augmented Reality; AR;

    Abstract : Building your own house may be the biggest decision and greatest investment of your life, which calls for an informed decision regarding the house design. However, two-dimensional drawings may lack external context and might, for untrained eyes, not communicate how the house will look on its intended site. READ MORE

  5. 4. LP_MQTT - A Low-Power IoT Messaging Protocol Based on MQTT Standard

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Anchu Antony; Deepthi Myladi Kelambath; [2024]
    Keywords : ;

    Abstract : In the Internet of Things (IoT) era, the MQTT Protocol played a bigpart in increasing the flow of uninterrupted communication betweenconnected devices. With its functioning being on the publish/subscribe messaging system and having a central broker framework, MQTTconsidering its lightweight functionality, played a very vital role inIoT connectivity. READ MORE

  6. 5. Performance Evaluation of HTTP/3 as an Interservice Communication Mechanism

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Mislav Milicevic; Sofia Sjöblad; [2023-09-27]
    Keywords : ;

    Abstract : The HTTP protocol is widely used for communication and data transfer on the internet. HTTP requests are sent from clients to servers, and the servers respond with the requested data. HTTP is not limited to web pages, but can be used for any service that provides resources when requested. READ MORE