29 citations · 38 across the 16 of their papers we have counts for
5 papers · 1 filter
Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
Federated learning (FL) is a machine learning technique that aims at training an algorithm across decentralized entities holding their local data private. Wireless mobile networks…
Resilience-by-design in Adaptive Multi-Agent Traffic Control Systems
Ranwa Al Mallah, Talal Halabi, Bilal Farooq
Connected and Autonomous Vehicles (CAVs) with their evolving data gathering capabilities will play a significant role in road safety and efficiency applications supported by Intell…
Actor-based Risk Analysis for Blockchains in Smart Mobility
Ranwa Al Mallah, Bilal Farooq
Blockchain technology is a crypto-based secure ledger for data storage and transfer through decentralized, trustless peer-to-peer systems. Despite its advantages, previous studies…
Privacy-Aware Distributed Mobility Choice Modelling over Blockchain
David Lopez, Bilal Farooq
A generalized distributed tool for mobility choice modelling is presented, where participants do not share personal raw data, while all computations are done locally. Participants…
Perturbation Methods for Protection of Sensitive Location Data: Smartphone Travel Survey Case Study
Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
Smartphone based travel data collection has become an important tool for the analysis of transportation systems. Interest in sharing travel survey data has gained popularity in rec…