24 citations · 60 across the 13 of their papers we have counts for
3 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…
Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation
Ranwa Al Mallah, David Lopez, Godwin Badu Marfo +1
Federated Learning (FL) is a paradigm in Machine Learning (ML) that addresses data privacy, security, access rights and access to heterogeneous information issues by training a glo…
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…