Search Results for author: Mohamed Ghanem

Found 4 papers, 0 papers with code

Breaking the De-Pois Poisoning Defense

no code implementations3 Apr 2022 Alaa Anani, Mohamed Ghanem, Lotfy Abdel Khaliq

In our work, we break this poison-protection layer by replicating the critic model and then performing a composed gradient-sign attack on both the critic and target models simultaneously -- allowing us to bypass the critic firewall to poison the target model.

On Theoretical Complexity and Boolean Satisfiability

no code implementations22 Dec 2021 Mohamed Ghanem, Dauod Siniora

Further, we introduce the two most famous problem complexity classes $\textbf{P}$ and $\textbf{NP}$ along with the relationship between them.

FLoBC: A Decentralized Blockchain-Based Federated Learning Framework

no code implementations22 Dec 2021 Mohamed Ghanem, Fadi Dawoud, Habiba Gamal, Eslam Soliman, Hossam Sharara, Tamer El-Batt

The rapid expansion of data worldwide invites the need for more distributed solutions in order to apply machine learning on a much wider scale.

BIG-bench Machine Learning Federated Learning

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