Author

Juma Ibrahim

Observed name: Ibrahim, Juma

Institution: University of Tripoli

Observed institutions: University of Tripoli, University of Belgrade

ORCID: 0000-0002-9072-8809

Observed ORCID: 0000-0002-9072-8809

OpenAlex ID: A5065961250

Entropy-based network traffic anomaly classification method resilient to deception

2021 · Juma Ibrahim, Slavko Gajin · Computer Science and Information Systems · 19

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The Overview of Intrusion Detection System Methods and Techniques

2019 · Ali Elsadai, Juma Ibrahim, et al. · International Scientific Conference Sinteza · 5

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Facial Recognition Accuracy and Verification time Comparison Between ArcFace and Facenet Models on DeepFace Framework

2026 · Essra Sowan, Juma Ibrahim, et al. · IEEE International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA) · 1

Dual-LSTM Model for Real-Time Traffic Prediction and Anomaly Detection in IoT Environment

2026 · Sohaib Osman, Nada Salaheddin Gheriyani, et al. · Studies in computational intelligence · 1

Evaluating the Impact of Time-to-Exploit Estimation for Vulnerability Prioritization

2026 · Amira K. Ellabad, Juma Ibrahim · Journal of Technology Research

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Enhancing Automated Testing: A Performance Analysis of YOLOv8 and Faster R-CNN for Dynamic Web UI Detection

2026 · Safa Salem, Nada Salaheddin Gheriyani, et al. · Studies in computational intelligence

Addressing Challenges in Darknet2020: Enhancing Multi-Label Classification with LSTM-CNN

2026 · Nada Salaheddin Gheriyani, Ayad Ali Keshlaf, et al. · Studies in computational intelligence

A comprehensive flow-based anomaly detection architecture using entropy calculation and machine learning classification

2019 · Juma Ibrahim, Valentina Timčenko, et al. · International Conference on Information Society

Works count: 9

Citation count: 26

H-index: 2

I10-index: 1