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ORCIDFatma S. Alrayes
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2020 – today
- 2025
[j22]Ali M. Al-Sharafi
, Fatma S. Alrayes, Nuha Alruwais, Mohammed Maray, Asma Alshuhail, Abdulbasit A. Darem, Shoayee Dlaim Alotaibi, Mohammed Abdullah Al-Hagery:
Ensuring Zero Trust Security in Consumer Internet of Things Using Federated Learning-Based Attack Detection Model. IEEE Access 13: 54423-54438 (2025)- [j21]Manzoor Ahmed, Wali Ullah Khan, Fatma S. Alrayes, Yahia F. Said, Ali M. Al-Sharafi, Mi-Hye Kim, Khongorzul Dashdondov, Inam Ullah:
Joint Encryption and Optimization for 6G MEC-Enabled IoT Networks. IEEE Access 13: 79757-79770 (2025) - [j20]Fatma S. Alrayes, Mohammed Zakariah, Syed Umar Amin, Zafar Iqbal Khan, Maha Helal:
Hybrid Cross-Temporal Contrastive Model with Spiking Energy-Efficient Network Intrusion Detection in IOMT. Int. J. Comput. Intell. Syst. 18(1): 270 (2025) - [j19]Mohammed Zakariah, Syed Umar Amin, Fatma S. Alrayes, Abeer Alnuaim, Zafar Iqbal Khan:
Intrusion detection in IoT network using temporal wavelet augmented deep dense and LSTM auto-encoders. Int. J. Inf. Sec. 24(5): 211 (2025) - [j18]Fatma S. Alrayes, Alia I. Abdelmoty, Waleed El-Geresy:
User profile visualisation for privacy awareness on Geo-Social Networks. J. Locat. Based Serv. 19(1): 43-77 (2025) - 2024
- [j17]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) - [j16]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) - [j15]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) - [j14]Fatma S. Alrayes, Mohammed Aljebreen, Mohammed Maray, Asma Alshuhail, Faheed A. F. Alenezi, Ahmed S. Salama:
Optimizing Security Protocol: A Synergy of Bio-Inspired Planet Optimization Algorithm With Ensemble Learning-Based Attack Detection for Connected and Autonomous Vehicles. IEEE Access 12: 173209-173222 (2024) - 2023
- [j13]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) - [j12]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) - [j11]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) - [j10]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) - [j9]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) - [j8]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) - [j7]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) - [j6]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) - [j5]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
- [j4]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
- [j3]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) - 2020
- [j2]Fatma S. Alrayes, Alia I. Abdelmoty, Waleed El-Geresy, George Theodorakopoulos:
Modelling perceived risks to personal privacy from location disclosure on online social networks. Int. J. Geogr. Inf. Sci. 34(1): 150-176 (2020)
2010 – 2019
- 2017
- [b1]Fatma S. Alrayes:
Location privacy awareness on geo-social networks enhancing awareness with feedback solutions. Cardiff University, UK, 2017 - [j1]Alia I. Abdelmoty, Fatma S. Alrayes:
Towards Understanding Location Privacy Awareness on Geo-Social Networks. ISPRS Int. J. Geo Inf. 6(4): 109 (2017) - 2016
- [c1]Fatma S. Alrayes, Alia I. Abdelmoty:
Towards Location Privacy Awareness on Geo-Social Networks. NGMAST 2016: 105-114
Coauthor Index
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