Umar Islam - Publications, H-index & Citations

Umar Islam

Iqra National University

12H指数

35论文数

402被引数

收录论文 12

发表时间

AFedAIoT: Adaptive Federated AI model for secure and continuous anomaly detection in industrial IoT AFedAIoT：面向工业物联网安全连续异常检测的自适应联邦AI模型

Pervasive and Mobile Computing

IF3.5

2026-09-16

PREAI

Umar Islam; Inayat Ali; Abdulwahid Al Abdulwahid; Sulaiman Alamro; Hathal Salamah Alwageed; Hanif Ullah

HGWO-SHAP: A Hybrid Grey Wolf Optimizer with Shapley Additive Explanations for Intelligent Feature Selection in IoT Intrusion Detection Systems

Journal of Supercomputing

IF2.7

2026-08-15

PREAI

Umar Islam; Fakhrud Din; Anwar Ul Haq; Inayat Ali

Federated Security Framework: A Heterogeneous Federated Learning Architecture for Privacy-Preserving Intrusion Detection in IoT Networks 联邦安全框架：一种用于物联网网络中隐私保护入侵检测的异构联邦学习架构

Transactions on Emerging Telecommunications Technologies

IF2.5

2026-03-17

PREAI

Islam, Umar; Din, Fakhrud; Haq, Anwar Ul; Ali, Inayat

Optimizing Large Language Models in Distributed Environments: A Holistic Approach to Efficiency, Ethics, and Governance 分布式环境中优化大型语言模型：一种兼顾效率、伦理与治理的整体方法

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS

IF3

2025-11-11

OAAI

Ahmad, Mubarak; Abdulkadhem, Abdulkadhem A.; Islam, Umar; Alwageed, Hathal Salamah; Ullah, Hanif; Abdullah, A.

AI-enhanced intrusion detection in smart renewable energy grids: A novel industry 4.0 cyber threat management approach AI增强型入侵检测在智能可再生能源电网中的应用：一种新型的工业4.0网络安全威胁管理方法

International Journal of Critical Infrastructure Protection

IF5.3

2025-05-19

PREAI

Umar Islam; Hanif Ullah; Naveed Khan; Kashif Saleem; Iftikhar Ahmad

Enhancing physical security in IIoMT environments 增强工业物联网技术环境中的物理安全性

Internet of Things

IF7.6

2025-05-15

OAAI

Umar Islam; Mohammed Naif Alatawi; Sulaiman Alamro; Hathal Salamah Alwageed; Hanif Ullah; Naveed Khan

An ontological approach to investigate the impact of deep convolutional neural networks in anomaly detection of left ventricular hypertrophy using echocardiography images

IMAGE AND VISION COMPUTING

IF4.2

2025-02-01

PREAI

Islam, Umar; Alwageed, Hathal Salamah; Alyahyan, Saleh; Alghieth, Manal; Ullah, Hanif; Khan, Naveed

SentinelFusion based machine learning comprehensive approach for enhanced computer forensics 基于SentinelFusion的机器学习综合方法，用于增强计算机取证

PEERJ COMPUTER SCIENCE

IF2.5

2024-08-06

OAAI

Islam, Umar; Alsadhan, Abeer Abdullah; Alwageed, Hathal Salamah; Al-Atawi, Abdullah A.; Mehmood, Gulzar; Ayadi, Manel; Alsenan, Shrooq

Detection of renal cell hydronephrosis in ultrasound kidney images: a study on the efficacy of deep convolutional neural networks

PEERJ COMPUTER SCIENCE

IF2.5

2024-01-23

OAAI

Islam, Umar; Al-Atawi, Abdullah A.; Alwageed, Hathal Salamah; Mehmood, Gulzar; Khan, Faheem; Innab, Nisreen

Enhancing Blockchain Security Against Data Tampering: Leveraging Hybrid Model in Multimedia Forensics and Multi-Party Computation for Supply Chain Data Protection

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Islam, Umar; Alshammari, Abdullah; Alzaid, Zaid; Ahmed, Adeel; Abdullah, Saima; Iftikhar, Saman; Bawazeer, Shaikhan; Izhar, Muhammad

Real-Time Detection Schemes for Memory DoS (M-DoS) Attacks on Cloud Computing Applications

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Islam, Umar; Al-Atawi, Abdullah; Alwageed, Hathal Salamah; Ahsan, Muhammad; Awwad, Fuad A.; Abonazel, Mohamed R.

Detection of Distributed Denial of Service (DDoS) Attacks in IOT Based Monitoring System of Banking Sector Using Machine Learning Models 基于机器学习模型的银行业物联网监控系统分布式拒绝服务 (DDoS) 攻击检测

SUSTAINABILITY

IF3.3

2022-07-08

OAAI

Islam, Umar; Muhammad, Ali; Mansoor, Rafiq; Hossain, Md Shamim; Ahmad, Ijaz; Eldin, Elsayed Tag; Khan, Javed Ali; Rehman, Ateeq Ur; Shafiq, Muhammad

研究方向