Search Results for author: Shaleeza Sohail

Found 2 papers, 0 papers with code

Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients

no code implementations16 May 2023 Victoria Huang, Shaleeza Sohail, Michael Mayo, Tania Lorido Botran, Mark Rodrigues, Chris Anderson, Melanie Ooi

Federated learning (FL), as an emerging artificial intelligence (AI) approach, enables decentralized model training across multiple devices without exposing their local training data.

Federated Learning

Explainable and Optimally Configured Artificial Neural Networks for Attack Detection in Smart Homes

no code implementations17 May 2022 Shaleeza Sohail, Zongwen Fan, Xin Gu, Fariza Sabrina

Also, selection of right hyperparameters for ANN architecture plays a crucial role in the accurate detection of security attacks, especially when it come to identifying the subcategories of attacks.

Intrusion Detection

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