Search Results for author: Nima Afraz

Found 3 papers, 0 papers with code

An Adaptive System Architecture for Multimodal Intelligent Transportation Systems

no code implementations13 Feb 2024 Muhammad Farooq, Nima Afraz, Fatemeh Golpayegani

In this paper, we provide an adaptive, user-centric, and layered architecture for multimodal transportation systems.

Data Integration Decision Making

On the Sum Secrecy Rate Maximisation for Wireless Vehicular Networks

no code implementations31 Jan 2024 Muhammad Farooq, Le-Nam Tran, Fatemeh Golpayegani, Nima Afraz

We address these security concerns from a physical layer security aspect by investigating achievable secrecy rates in wireless vehicular networks.

The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies

no code implementations11 Oct 2023 Francesc Wilhelmi, Nima Afraz, Elia Guerra, Paolo Dini

Blockchain promises to enhance distributed machine learning (ML) approaches such as federated learning (FL) by providing further decentralization, security, immutability, and trust, which are key properties for enabling collaborative intelligence in next-generation applications.

Federated Learning

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