19 citations · 23 across the 2 of their papers we have counts for
3 papers
cs.CR2022★ 4 cited
Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning
Ranwa Al Mallah, David Lopez
Federated Learning (FL) is a machine learning technique that addresses the privacy challenges in terms of access rights of local datasets by enabling the training of a model across…
cs.CR2021★ 19 cited
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…
cs.CR2019
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…