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ORCIDFatma S. Alrayes
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2020 – today
- 2024
[j14]Mohammed S. Alshehri
, Oumaima Saidani, Fatma S. Alrayes, Saadullah Farooq Abbasi, Jawad Ahmad:
A Self-Attention-Based Deep Convolutional Neural Networks for IIoT Networks Intrusion Detection. IEEE Access 12: 45762-45772 (2024)- [j13]Fatma S. Alrayes, Mohammed Zakariah, Syed Umar Amin, Zafar Iqbal Khan, Maha Helal:
Intrusion Detection in IoT Systems Using Denoising Autoencoder. IEEE Access 12: 122401-122425 (2024) - [j12]Fatma S. Alrayes, Nadhem Nemri, Nouf Aljaffan, Asma Alshuhail, Asma Alhashmi, Ahmed Mahmud:
Distributed Multiclass Cyberattack Detection Using Golden Jackal Optimization With Deep Learning Model for Securing IoT Networks. IEEE Access 12: 132434-132443 (2024) - 2023
- [j11]Latifah Almuqren, Fatma S. Alrayes, Munya A. Arasi, Fahad F. Alruwaili, Abdullah Mohamed, Mohammed Assiri:
Blockchain-Assisted Vehicle and Cargo Matching Using Optimal Fuzzy Restricted Boltzmann Machine in Autonomous Transport System. IEEE Access 11: 105698-105705 (2023) - [j10]Mohammed Aljebreen, Fatma S. Alrayes, Mohammed Maray, Sumayh S. Aljameel, Ahmed S. Salama, Abdelwahed Motwakel:
Modified Equilibrium Optimization Algorithm With Deep Learning-Based DDoS Attack Classification in 5G Networks. IEEE Access 11: 108561-108570 (2023) - [j9]Fahad F. Alruwaili, Mashael M. Asiri, Fatma S. Alrayes, Sumayh S. Aljameel, Ahmed S. Salama, Anwer Mustafa Hilal:
Red Kite Optimization Algorithm With Average Ensemble Model for Intrusion Detection for Secure IoT. IEEE Access 11: 131749-131758 (2023) - [j8]Fatma S. Alrayes, Wafa Mtouaa, Sumayh S. Aljameel, Mashael S. Maashi, Mohammed Rizwanullah, Ahmed S. Salama:
Improved Radial Movement Optimization With Fuzzy Neural Network Enabled Anomaly Detection for IoT Assisted Smart Cities. IEEE Access 11: 143060-143068 (2023) - [j7]Fatma S. Alrayes, Najm Alotaibi, Jaber S. Alzahrani, Sana Alazwari, Areej Alhogail, Ali M. Al-Sharafi, Mahmoud Othman, Manar Ahmed Hamza:
Enhanced Gorilla Troops Optimizer with Deep Learning Enabled Cybersecurity Threat Detection. Comput. Syst. Sci. Eng. 45(3): 3037-3052 (2023) - [j6]Khaled M. Alalayah, Fatma S. Alrayes, Mohamed K. Nour, Khadija M. Alaidarous, Ibrahim M. Alwayle, Heba Mohsen, Ibrahim Abdulrab Ahmed, Mesfer Al Duhayyim:
Learning-Based Artificial Algae Algorithm with Optimal Machine Learning Enabled Malware Detection. Comput. Syst. Sci. Eng. 46(3): 3103-3119 (2023) - [j5]Khaled M. Alalayah, Fatma S. Alrayes, Jaber S. Alzahrani, Khadija M. Alaidarous, Ibrahim M. Alwayle, Heba Mohsen, Ibrahim Abdulrab Ahmed, Mesfer Al Duhayyim:
Optimal Deep Learning Based Intruder Identification in Industrial Internet of Things Environment. Comput. Syst. Sci. Eng. 46(3): 3121-3139 (2023) - [j4]Mesfer Al Duhayyim, Fatma S. Alrayes, Saud S. Alotaibi, Sana Alazwari, Nasser Allheeib, Ayman Yafoz, Raed Alsini, Amira Sayed A. Aziz:
Remote Sensing Image Encryption Using Optimal Key Generation-Based Chaotic Encryption. Comput. Syst. Sci. Eng. 46(3): 3209-3223 (2023) - [j3]Fatma S. Alrayes, Mohammed Zakariah, Maha Driss, Wadii Boulila:
Deep Neural Decision Forest (DNDF): A Novel Approach for Enhancing Intrusion Detection Systems in Network Traffic Analysis. Sensors 23(20): 8362 (2023) - 2022
- [j2]Mohammed Maray, Mohammed Alghamdi, Fatma S. Alrayes, Saud S. Alotaibi, Sana Alazwari, Rana Alabdan, Mesfer Al Duhayyim:
Intelligent metaheuristics with optimal machine learning approach for malware detection on IoT-enabled maritime transportation systems. Expert Syst. J. Knowl. Eng. 39(10) (2022) - 2021
- [j1]Latifah Almuqren, Fatma S. Alrayes, Alexandra I. Cristea:
An Empirical Study on Customer Churn Behaviours Prediction Using Arabic Twitter Mining Approach. Future Internet 13(7): 175 (2021)
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