24 citations · 60 across the 13 of their papers we have counts for
3 papers · 1 filter
On the Initial Behavior Monitoring Issues in Federated Learning
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
In Federated Learning (FL), a group of workers participate to build a global model under the coordination of one node, the chief. Regarding the cybersecurity of FL, some attacks ai…
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…