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Farhan Ullah

IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic
2023 · Farhan Ullah, Shamsher Ullah, et al. · Digital Communications and Networks · 314
Cyber Security Threats Detection in Internet of Things Using Deep Learning Approach
2019 · Farhan Ullah, Hamad Naeem, et al. · IEEE Access · 285
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Malware detection in industrial internet of things based on hybrid image visualization and deep learning model
2020 · Hamad Naeem, Farhan Ullah, et al. · Ad Hoc Networks · 228
Elliptic Curve Cryptography; Applications, challenges, recent advances, and future trends: A comprehensive survey
2022 · Shamsher Ullah, Jiangbin Zheng, et al. · Computer Science Review · 222
Semantic interoperability for big-data in heterogeneous IoT infrastructure for healthcare
2017 · Farhan Ullah, Muhammad Asif Habib, et al. · Sustainable Cities and Society · 183
Explainable Malware Detection System Using Transformers-Based Transfer Learning and Multi-Model Visual Representation
2022 · Farhan Ullah, Amjad Alsirhani, et al. · Sensors · 91
Development of a deep stacked ensemble with process based volatile memory forensics for platform independent malware detection and classification
2023 · Hamad Naeem, Shi Dong, et al. · Expert Systems with Applications · 88
Identification of malicious code variants based on image visualization
2019 · Hamad Naeem, Bing Guo, et al. · Computers & Electrical Engineering · 82
A Scalable Federated Learning Approach for Collaborative Smart Healthcare Systems With Intermittent Clients Using Medical Imaging
2023 · Farhan Ullah, Gautam Srivastava, et al. · IEEE Journal of Biomedical and Health Informatics · 70
Classification of intrusion cyber‐attacks in smart power grids using deep ensemble learning with metaheuristic‐based optimization
2024 · Hamad Naeem, Farhan Ullah, et al. · Expert Systems · 66
Enhanced Network Intrusion Detection System for Internet of Things Security Using Multimodal Big Data Representation with Transfer Learning and Game Theory
2024 · Farhan Ullah, Ali Turab, et al. · Sensors · 64
Source Code Authorship Attribution Using Hybrid Approach of Program Dependence Graph and Deep Learning Model
2019 · Farhan Ullah, Junfeng Wang, et al. · IEEE Access · 60
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Deep Learning Methods for Malware and Intrusion Detection: A Systematic Literature Review
2022 · Rahman Ali, Asmat Ali, et al. · Security and Communication Networks · 57
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Plagiarism detection in students’ programming assignments based on semantics: multimedia e-learning based smart assessment methodology
2018 · Farhan Ullah, Junfeng Wang, et al. · Multimedia Tools and Applications · 56
A malware detection system using a hybrid approach of multi-heads attention-based control flow traces and image visualization
2022 · Farhan Ullah, Gautam Srivastava, et al. · Journal of Cloud Computing Advances Systems and Applications · 54
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Explainable Artificial Intelligence-Based IoT Device Malware Detection Mechanism Using Image Visualization and Fine-Tuned CNN-Based Transfer Learning Model
2022 · Hamad Naeem, Bandar M. Alshammari, et al. · Computational Intelligence and Neuroscience · 53
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Cyber-Threat Detection System Using a Hybrid Approach of Transfer Learning and Multi-Model Image Representation
2022 · Farhan Ullah, Shamsher Ullah, et al. · Sensors · 48
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A Deep Convolutional Neural Network Stacked Ensemble for Malware Threat Classification in Internet of Things
2022 · Hamad Naeem, Xiaochun Cheng, et al. · Journal of Circuits Systems and Computers · 44
Clone detection in 5G-enabled social IoT system using graph semantics and deep learning model
2021 · Farhan Ullah, Muhammad Rashid Naeem, et al. · International Journal of Machine Learning and Cybernetics · 40
Measuring student attention based on EEG brain signals using deep reinforcement learning
2025 · Asad Ur Rehman, Xiaochuan Shi, et al. · Expert Systems with Applications · 38
Explainable artificial intelligence approach in combating real-time surveillance of COVID19 pandemic from CT scan and X-ray images using ensemble model
2022 · Farhan Ullah, Jihoon Moon, et al. · The Journal of Supercomputing · 37
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A framework for fast automatic image cropping based on deep saliency map detection and gaussian filter
2018 · Ziaur Rahman, Yi-Fei Pu, et al. · International Journal of Computers and Applications · 35
A New Hybrid Approach of Clustering Based Probabilistic Decision Tree to Forecast Wind Power on Large Scales
2021 · Mansoor Khan, Chuan He, et al. · Journal of Electrical Engineering and Technology · 33
IoT-based green city architecture using secured and sustainable android services
2020 · Farhan Ullah, Fadi Al-Turjman, et al. · Environmental Technology & Innovation · 33
Obfuscated Malware Detection and Classification in Network Traffic Leveraging Hybrid Large Language Models and Synthetic Data
2025 · Mehwish Naseer, Farhan Ullah, et al. · Sensors · 32
Works count: 131
Citation count: 3,060
H-index: 28
I10-index: 57
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