Search Results for author: Seraphin Calo

Found 2 papers, 1 papers with code

FLAP -- A Federated Learning Framework for Attribute-based Access Control Policies

no code implementations19 Oct 2020 Amani Abu Jabal, Elisa Bertino, Jorge Lobo, Dinesh Verma, Seraphin Calo, Alessandra Russo

The design of a policy transfer framework has challenges, including policy conflicts and privacy issues.

Cryptography and Security

Analyzing Federated Learning through an Adversarial Lens

2 code implementations ICLR 2019 Arjun Nitin Bhagoji, Supriyo Chakraborty, Prateek Mittal, Seraphin Calo

Federated learning distributes model training among a multitude of agents, who, guided by privacy concerns, perform training using their local data but share only model parameter updates, for iterative aggregation at the server.

Federated Learning Model Poisoning

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