Fatma S. Alrayes

26 papers Journal 24Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Auto Encoder-Enhanced Stacked Ensemble for Intrusion Detection in Healthcare Networks.
Comput. Mater. Continua
Fatma S. Alrayes, Mohammed Zakariah, Mohammed K. Alzaylaee, Syed Umar Amin, Zafar Iqbal Khan
2025 J jnl
Ensuring Zero Trust Security in Consumer Internet of Things Using Federated Learning-Based Attack Detection Model.
IEEE Access
Ali M. Al-Sharafi, Fatma S. Alrayes, Nuha Alruwais, Mohammed Maray, Asma Alshuhail, Abdulbasit A. Darem, Shoayee Dlaim Alotaibi, Mohammed Abdullah Al-Hagery
2025 J jnl
Hybrid Cross-Temporal Contrastive Model with Spiking Energy-Efficient Network Intrusion Detection in IOMT.
Int. J. Comput. Intell. Syst.
Fatma S. Alrayes, Mohammed Zakariah, Syed Umar Amin, Zafar Iqbal Khan, Maha Helal
2025 J jnl
Intrusion detection in IoT network using temporal wavelet augmented deep dense and LSTM auto-encoders.
Int. J. Inf. Sec.
Mohammed Zakariah, Syed Umar Amin, Fatma S. Alrayes, Abeer Alnuaim, Zafar Iqbal Khan
2025 J jnl
Joint Encryption and Optimization for 6G MEC-Enabled IoT Networks.
IEEE Access
Manzoor Ahmed, Wali Ullah Khan, Fatma S. Alrayes, Yahia F. Said, Ali M. Al-Sharafi, Mi-Hye Kim, Khongorzul Dashdondov, Inam Ullah
2025 J jnl
User profile visualisation for privacy awareness on Geo-Social Networks.
J. Locat. Based Serv.
Fatma S. Alrayes, Alia I. Abdelmoty, Waleed El-Geresy
2024 J jnl
A Self-Attention-Based Deep Convolutional Neural Networks for IIoT Networks Intrusion Detection.
IEEE Access
Mohammed S. Alshehri, Oumaima Saidani, Fatma S. Alrayes, Saadullah Farooq Abbasi, Jawad Ahmad
2024 J jnl
Distributed Multiclass Cyberattack Detection Using Golden Jackal Optimization With Deep Learning Model for Securing IoT Networks.
IEEE Access
Fatma S. Alrayes, Nadhem Nemri, Nouf Aljaffan, Asma Alshuhail, Asma Alhashmi, Ahmed Mahmud
2024 J jnl
Intrusion Detection in IoT Systems Using Denoising Autoencoder.
IEEE Access
Fatma S. Alrayes, Mohammed Zakariah, Syed Umar Amin, Zafar Iqbal Khan, Maha Helal
2024 J jnl
Network Security Enhanced with Deep Neural Network-Based Intrusion Detection System.
Comput. Mater. Continua
Fatma S. Alrayes, Mohammed Zakariah, Syed Umar Amin, Zafar Iqbal Khan, Jehad Saad Alqurni
2024 J jnl
Optimizing Security Protocol: A Synergy of Bio-Inspired Planet Optimization Algorithm With Ensemble Learning-Based Attack Detection for Connected and Autonomous Vehicles.
IEEE Access
Fatma S. Alrayes, Mohammed Aljebreen, Mohammed Maray, Asma Alshuhail, Faheed A. F. Alenezi, Ahmed S. Salama
2023 J jnl
Blockchain-Assisted Vehicle and Cargo Matching Using Optimal Fuzzy Restricted Boltzmann Machine in Autonomous Transport System.
IEEE Access
Latifah Almuqren, Fatma S. Alrayes, Munya A. Arasi, Fahad F. Alruwaili, Abdullah Mohamed, Mohammed Assiri
2023 J jnl
Deep Neural Decision Forest (DNDF): A Novel Approach for Enhancing Intrusion Detection Systems in Network Traffic Analysis.
Sensors
Fatma S. Alrayes, Mohammed Zakariah, Maha Driss, Wadii Boulila
2023 J jnl
Enhanced Gorilla Troops Optimizer with Deep Learning Enabled Cybersecurity Threat Detection.
Comput. Syst. Sci. Eng.
Fatma S. Alrayes, Najm Alotaibi, Jaber S. Alzahrani, Sana Alazwari, Areej Alhogail, Ali M. Al-Sharafi, Mahmoud Othman, Manar Ahmed Hamza
2023 J jnl
Improved Radial Movement Optimization With Fuzzy Neural Network Enabled Anomaly Detection for IoT Assisted Smart Cities.
IEEE Access
Fatma S. Alrayes, Wafa Mtouaa, Sumayh S. Aljameel, Mashael S. Maashi, Mohammed Rizwanullah, Ahmed S. Salama
2023 J jnl
Learning-Based Artificial Algae Algorithm with Optimal Machine Learning Enabled Malware Detection.
Comput. Syst. Sci. Eng.
Khaled M. Alalayah, Fatma S. Alrayes, Mohamed K. Nour, Khadija M. Alaidarous, Ibrahim M. Alwayle, Heba Mohsen, Ibrahim Abdulrab Ahmed, Mesfer Al Duhayyim
2023 J jnl
Modified Equilibrium Optimization Algorithm With Deep Learning-Based DDoS Attack Classification in 5G Networks.
IEEE Access
Mohammed Aljebreen, Fatma S. Alrayes, Mohammed Maray, Sumayh S. Aljameel, Ahmed S. Salama, Abdelwahed Motwakel
2023 J jnl
Optimal Deep Learning Based Intruder Identification in Industrial Internet of Things Environment.
Comput. Syst. Sci. Eng.
Khaled M. Alalayah, Fatma S. Alrayes, Jaber S. Alzahrani, Khadija M. Alaidarous, Ibrahim M. Alwayle, Heba Mohsen, Ibrahim Abdulrab Ahmed, Mesfer Al Duhayyim
2023 J jnl
Red Kite Optimization Algorithm With Average Ensemble Model for Intrusion Detection for Secure IoT.
IEEE Access
Fahad F. Alruwaili, Mashael M. Asiri, Fatma S. Alrayes, Sumayh S. Aljameel, Ahmed S. Salama, Anwer Mustafa Hilal
2023 J jnl
Remote Sensing Image Encryption Using Optimal Key Generation-Based Chaotic Encryption.
Comput. Syst. Sci. Eng.
Mesfer Al Duhayyim, Fatma S. Alrayes, Saud S. Alotaibi, Sana Alazwari, Nasser Allheeib, Ayman Yafoz, Raed Alsini, Amira Sayed A. Aziz
2022 J jnl
Intelligent metaheuristics with optimal machine learning approach for malware detection on IoT-enabled maritime transportation systems.
Expert Syst. J. Knowl. Eng.
Mohammed Maray, Mohammed Alghamdi, Fatma S. Alrayes, Saud S. Alotaibi, Sana Alazwari, Rana Alabdan, Mesfer Al Duhayyim
2021 J jnl
An Empirical Study on Customer Churn Behaviours Prediction Using Arabic Twitter Mining Approach.
Future Internet
Latifah Almuqren, Fatma S. Alrayes, Alexandra I. Cristea
2020 J jnl
Modelling perceived risks to personal privacy from location disclosure on online social networks.
Int. J. Geogr. Inf. Sci.
Fatma S. Alrayes, Alia I. Abdelmoty, Waleed El-Geresy, George Theodorakopoulos
2017 — —
Location privacy awareness on geo-social networks enhancing awareness with feedback solutions.
Fatma S. Alrayes
2017 J jnl
Towards Understanding Location Privacy Awareness on Geo-Social Networks.
ISPRS Int. J. Geo Inf.
Alia I. Abdelmoty, Fatma S. Alrayes
2016 — conf
Towards Location Privacy Awareness on Geo-Social Networks.
NGMAST
Fatma S. Alrayes, Alia I. Abdelmoty