日期 影响因子
日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:
–

Federated learning-powered real-time behavioral intrusion detection leveraging LSTM, attention, GANs, and large language models

利用 LSTM、注意力机制、GAN 和大型语言模型的联邦学习驱动的实时行为入侵检测

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-026-40763-5
AlHayan, Abdullah; Al-Muhtadi, Jalal
GAN
发表日期：2026
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Enhanced anomaly network intrusion detection using an improved snow ablation optimizer with dimensionality reduction and hybrid deep learning model

利用改进的雪消融优化器、降维技术和混合深度学习模型增强异常网络入侵检测

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-97398-1
Alhayan, Fatimah; Alshuhail, Asma; Ismail, Ahmed Omer Ahmed; Alrusaini, Othman; Alahmari, Sultan; Yahya, Abdulsamad Ebrahim; Albouq, Sami Saad; Al Sadig, Mutasim
发表日期：2025
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Artificial intelligence-driven cybersecurity: enhancing malicious domain detection using attention-based deep learning model with optimization algorithms

人工智能驱动的网络安全：利用基于注意力机制的深度学习模型和优化算法增强恶意域名检测

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-99420-y
Alhayan, Fatimah; Alshuhail, Asma; Ismail, Ahmed Omer Ahmed; Alrusaini, Othman; Alahmari, Sultan; Yahya, Abdulsamad Ebrahim; Abdullah, Monir; Al Zanin, Samah
发表日期：2025
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A novel feature fusion and mountain gazelle optimizer based framework for the recognition of jute pests in sustainable agriculture

一种基于新型特征融合和山瞪羚优化器的黄麻害虫识别框架，用于可持续农业

期刊:Scientific Reports
影响因子:3.9
doi:10.1038/s41598-025-00642-x
Kiziloluk, Soner; Karaduman, Mucahit; Aslan, Serpil; Yildirim, Muhammed; Khan, Muhammad Attique; Alhayan, Fatimah; Nam, Yunyoung
发表日期：2025
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RETRACTED: Interpretable machine learning framework for predicting Urban air quality

已撤稿：用于预测城市空气质量的可解释机器学习框架

期刊:PLoS One
影响因子:2.6
doi:10.1371/journal.pone.0336241
Latif, Rana Muhammad Amir; Iqbal, Tahir; Abdel Qader, Ismaeel; Ikram, Atif; Alsolai, Hadeel; Alabdullah, Bayan; Alhayan, Fatimah; Ghazal, Taher M
发表日期：2025
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A novel image encryption framework using Wireworld cellular automaton and hybrid chaotic maps for enhanced security

一种利用 Wireworld 元胞自动机和混合混沌映射增强安全性的新型图像加密框架

期刊:PLoS One
影响因子:2.6
doi:10.1371/journal.pone.0332480
Alabdullah, Bayan; Alsolai, Hadeel; Alhayan, Fatimah; Ikram, Atif; Almjally, Abrar; Shehab, Mohammad; Albahar, Marwan Ali
发表日期：2025
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DA-FIS: A high-speed dynamic adaptive fault injection server framework for reliable FPGA-based embedded systems

DA-FIS：一种用于可靠的基于FPGA的嵌入式系统的高速动态自适应故障注入服务器框架

期刊:PeerJ Computer Science
影响因子:2.5
doi:10.7717/peerj-cs.2996
Alhayan, Fatimah; Kaur, Gaganjot; Alanazi, Sultan; Rehman, Mohammed Burhanur; Mansouri, Wahida; Albalawneh, Da'ad; Alqazzaz, Ali; Alkhudhayr, Hanadi
发表日期：2025
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Ensemble learning approach for distinguishing human and computer-generated Arabic reviews

一种用于区分人工和计算机生成的阿拉伯语评论的集成学习方法

期刊:PeerJ Computer Science
影响因子:2.5
doi:10.7717/peerj-cs.2345
Alhayan, Fatimah; Himdi, Hanen
发表日期：2024
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Detection of cyberhate speech towards female sport in the Arabic Xsphere

在阿拉伯体育圈内检测针对女性体育运动的网络仇恨言论

期刊:PeerJ Computer Science
影响因子:2.5
doi:10.7717/peerj-cs.2138
Alhayan, Fatimah; Almobarak, Monerah; Shalabi, Hawazen; Alshubaili, Luluwah; Albatati, Renad; Alqahtani, Wafa; Alhaidari, Nofe
发表日期：2024
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Using deep learning to analyze the psychological effects of COVID-19

利用深度学习分析新冠肺炎的心理影响

期刊:Frontiers in Psychology
影响因子:2.9
doi:10.3389/fpsyg.2023.962854
Almeqren, Monira Abdulrahman; Almuqren, Latifah; Alhayan, Fatimah; Cristea, Alexandra I; Pennington, Diane
新冠
肺炎
微生物学
发表日期：2023
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