Research Publications

Journal Article

2024

Transformer-Based Models for Medical Image Segmentation

Dr. Tariq Nour  ·  Faculty of Computer Science

Medical Image Analysis 16 citations

transformers medical imaging segmentation

doi:10.1016/j.media.2024.103021

Journal Article

2024

Zero-Trust Architecture for Cloud-Native Applications

Dr. Hana Adel  ·  Faculty of Computer Science

Computers & Security 7 citations

zero-trust cloud security architecture

Journal Article

2024

Microservices Orchestration at Scale: A Kubernetes-Based Approach

Prof. Mohamed Youssef  ·  Faculty of Computer Science

IEEE Transactions on Cloud Computing 9 citations

microservices kubernetes cloud computing

doi:10.1109/TCC.2024.3294001

Conference Paper

2023

Few-Shot Learning for Rare Disease Classification

Dr. Tariq Nour  ·  Faculty of Computer Science

NeurIPS 2023 31 citations

few-shot learning rare disease classification

Conference Paper

2022

Self-Supervised Contrastive Learning for Chest X-Ray Analysis

Dr. Tariq Nour  ·  Faculty of Computer Science

MICCAI 2022 47 citations

self-supervised contrastive learning radiology

Journal Article

2022

Intrusion Detection Using Deep Neural Networks: A Benchmark Study

Dr. Hana Adel  ·  Faculty of Computer Science

IEEE Transactions on Information Forensics and Security 98 citations

intrusion detection deep learning IDS

doi:10.1109/TIFS.2022.3201100

Journal Article

2022

Fault Tolerance in Distributed Machine Learning Systems

Prof. Mohamed Youssef  ·  Faculty of Computer Science

Journal of Parallel and Distributed Computing 64 citations

fault tolerance distributed ML federated learning

Journal Article

2021

Serverless Computing: Patterns, Anti-patterns and Future Directions

Prof. Mohamed Youssef  ·  Faculty of Computer Science

ACM Computing Surveys 125 citations

serverless FaaS cloud computing