Search Results - "Bahaa-Eldin, Ayman M."

A systematic literature review on deep learning-driven IDS for software-defined WSN.

Authors: Hamdi, Doaa A. Bahaa-Eldin, Ayman M. Sobh, Mohammed A.

Source: EURASIP Journal on Wireless Communications & Networking; 4/8/2026, Vol. 2026 Issue 1, p1-28, 28p

Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness.

Authors: Samy, Hadeer Bahaa-Eldin, Ayman M. Sobh, Mohamed A. et al.

Source: Scientific Reports. 1/15/2026, Vol. 16 Issue 1, p1-17. 17p.

EXPLORING THE CORRELATION BETWEEN VULNERABILITY SCANNING AND NMAP.

Authors: Saber, Verina Bahaa-Eldin, Ayman M. ElSayad, Dina et al.

Source: International Journal of Intelligent Computing & Information Sciences; Mar2025, Vol. 25 Issue 1, p41-50, 10p

Applying explainable artificial intelligence to interpret supervised ensemble learning models for robust credit card fraud detection.

Authors: Awad, Shimaa S. Hamza, Alyaa A. Sobh, Mohamed A. et al.

Source: Scientific Reports. 5/15/2026, Vol. 16 Issue 1, p1-47. 47p.

DATA MINING BASED TECHNIQUE FOR IDS ALERT CLASSIFICATION.

Authors: Gabra, Hany Nashat Bahaa-Eldin, Ayman M. Mohammed, Hoda Korashy

Source: International Journal of Electronic Commerce Studies. 2015, Vol. 6 Issue 1, p119-126. 7p.

BUE International Conference on Sustainable Vital Technologies in Engineering and Informatics.

Authors: Bahaa-Eldin, Ayman M. El-Seoud, Samir Abou

Source: International Journal of Interactive Mobile Technologies; 2017, Vol. 11 Issue 2, p4-5, 2p

RCA: Efficient connected dominated clustering algorithm for mobile ad hoc networks.

Authors: Hassan, Dina S.M. Fahmy, Hossam M.A. Bahaa-ElDin, Ayman M.

Source: Computer Networks; Dec2014 Part A, Vol. 75, p177-191, 15p

A framework for digital forensics of encrypted real-time network traffic, instant messaging, and VoIP application case study.

Authors: Abd Elmonsef Sarhan, Soliman Youness, Hassan A. Bahaa-Eldin, Ayman M.

Source: Ain Shams Engineering Journal. Sep2023, Vol. 14 Issue 9, pN.PAG-N.PAG. 1p.

Subjects: Computer network traffic, Digital forensics, Instant messaging, Forensic sciences, Internet content, Instant messaging software, Internet traffic

Multi-objective multi-verse optimization of renewable energy sources-based micro-grid system: Real case.

Authors: Hemeida, Ashraf Mohamed Omer, Ahmed Shaban Bahaa-Eldin, Ayman M. et al.

Source: Ain Shams Engineering Journal. Jan2022, Vol. 13 Issue 1, pN.PAG-N.PAG. 1p.

Subjects: Rural electrification, Renewable energy sources, Microgrids, Photovoltaic power systems, Small scale system, Energy consumption

Geographic Terms: Egypt

A survey and taxonomy of program analysis for IoT platforms.

Authors: A. Hamza, Alyaa Abdel-Halim, Islam T. Sobh, Mohamed A. et al.

Source: Ain Shams Engineering Journal. Dec2021, Vol. 12 Issue 4, p3725-3736. 12p.

Subjects: Internet of things, Taxonomy, Key performance indicators (Management), Security systems, Malware

Optimal probabilistic location of DGs using Monte Carlo simulation based different bio-inspired algorithms.

Authors: Hemeida, Mahmoud G Alkhalaf, Salem Senjyu, Tomonobu et al.

Source: Ain Shams Engineering Journal. Sep2021, Vol. 12 Issue 3, p2735-2762. 28p.

Subjects: Monte Carlo method, Algorithms, Reactive power, Distribution (Probability theory), Gaussian distribution, Probabilistic number theory, Robust optimization

Optimizing matrix-matrix multiplication on intel's advanced vector extensions multicore processor.

Authors: Hemeida, A.M. Hassan, S.A. Alkhalaf, Salem et al.

Source: Ain Shams Engineering Journal. Dec2020, Vol. 11 Issue 4, p1179-1190. 12p.

Subjects: Matrix multiplications, Multicore processors, Image processing, C++, Electronic data processing

HSAS-MD Analyzer: A Hybrid Security Analysis System Using Model-Checking Technique and Deep Learning for Malware Detection in IoT Apps.

Authors: Hamza, Alyaa A. Abdel Halim, Islam Tharwat Sobh, Mohamed A. et al.

Source: Sensors (14248220). Feb2022, Vol. 22 Issue 3, p1079. 1p.

Encrypted network traffic classification based on machine learning.

Authors: Elmaghraby, Reham T. Abdel Aziem, Nada M. Sobh, Mohammed A. et al.

Source: Ain Shams Engineering Journal. Feb2024, Vol. 15 Issue 2, pN.PAG-N.PAG. 1p.

Subjects: Computer network traffic, Telecommunication network management, Machine learning, Time complexity, Data privacy, Streaming video & television, K-nearest neighbor classification, Feature selection

Optimal components assignment problem for a flow network with node failure using fuzzy optimization.

Authors: Hassan, M.R. Hamdy, H. Alkhalaf, Salem et al.

Source: Ain Shams Engineering Journal. Jun2022, Vol. 13 Issue 4, pN.PAG-N.PAG. 1p.

Subjects: Mathematical optimization, Fuzzy algorithms, System failures, Genetic algorithms, Membership functions (Fuzzy logic), Assignment problems (Programming), Computer networks

Feature importance guided autoencoder for dimensionality reduction in intrusion detection systems.

Authors: Abdel-Rahman MA Alluhaidan AS El-Rahman SA et al.

Source: Scientific reports [Sci Rep] 2026 Feb 04; Vol. 16 (1), pp. 5013. Date of Electronic Publication: 2026 Feb 04.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE

Efficient feature ranked hybrid framework for android Iot malware detection.

Authors: Saeed NH Hamza AA Sobh MA et al.

Source: Scientific reports [Sci Rep] 2026 Jan 27; Vol. 16 (1), pp. 3726. Date of Electronic Publication: 2026 Jan 27.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE