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Author

Faheem Ullah

Observed name: Ullah, Faheem
Institution: Zayed University
ORCID: 0000-0001-8476-1218
Observed ORCID: 0000-0001-8476-1218
OpenAlex ID: A5101765155
A deep learning-based novel hybrid CNN-LSTM architecture for efficient detection of threats in the IoT ecosystem
2024 · Ahsan Nazir, Jingsha He, et al. · Ain Shams Engineering Journal · 160
Data exfiltration: A review of external attack vectors and countermeasures
2017 · Faheem Ullah, Matthew Edwards, et al. · Journal of Network and Computer Applications · 153
Advancing IoT security: A systematic review of machine learning approaches for the detection of IoT botnets
2023 · Ahsan Nazir, Jingsha He, et al. · Journal of King Saud University - Computer and Information Sciences · 150
Architectural Tactics for Big Data Cybersecurity Analytics Systems: A Review
2019 · Faheem Ullah, Muhammad Ali Babar · Journal of Systems and Software · 100
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Systematic review of deep learning solutions for malware detection and forensic analysis in IoT
2024 · Siraj Uddin Qureshi, Jingsha He, et al. · Journal of King Saud University - Computer and Information Sciences · 85
Machine Learning for Detecting Data Exfiltration: A Review
2021 · Bushra Sabir, Faheem Ullah, et al. · ACM Computing Surveys · 79
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Advanced AI-driven intrusion detection for securing cloud-based industrial IoT
2025 · Saima Siraj Qureshi, Jingsha He, et al. · Egyptian Informatics Journal · 38
Evaluation of distributed data processing frameworks in hybrid clouds
2024 · Faheem Ullah, Shagun Dhingra, et al. · Journal of Network and Computer Applications · 38
Defending SDN against packet injection attacks using deep learning
2023 · Anh Tuan Phu, Bo Li, et al. · Computer Networks · 38
Towards deep learning enabled cybersecurity risk assessment for microservice architectures
2025 · Majid Abdulsatar, Hussain Ahmad, et al. · Cluster Computing · 30
An adaptive semi-supervised deep learning-based framework for the detection of Android malware
2023 · Ahsan Wajahat, Jingsha He, et al. · Journal of Intelligent & Fuzzy Systems · 18
On the scalability of Big Data Cyber Security Analytics systems
2021 · Faheem Ullah, M. Ali Babar · Journal of Network and Computer Applications · 16
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Enhancing IoT security and healthcare data protection in the metaverse: A Dynamic Adaptive Security Mechanism
2025 · Saima Siraj Qureshi, Jingsha He, et al. · Egyptian Informatics Journal · 12
Resource Utilization of Distributed Databases in Edge–Cloud Environment
2023 · Yaser Mansouri, Victor Prokhorenko, et al. · IEEE Internet of Things Journal · 11
Design and evaluation of adaptive system for big data cyber security analytics
2022 · Faheem Ullah, M. Ali Babar, et al. · Expert Systems with Applications · 10
An Architecture-Driven Adaptation Approach for Big Data Cyber Security Analytics
2019 · Faheem Ullah, Muhammad Ali Babar · IEEE International Conference on Software Architecture (ICSA) · 8
Evaluation of Distributed Databases in Hybrid Clouds and Edge Computing: Energy, Bandwidth, and Storage Consumption
2021 · Mansouri, Yaser, Prokhorenko, Victor, et al. · arXiv (Cornell University) · 7
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QuickAdapt: Scalable Adaptation for Big Data Cyber Security Analytics
2019 · Faheem Ullah, M. Ali Babar · IEEE International Conference on Engineering of Complex Computer Systems (ICECCS) · 7
Co-Tuning of Cloud Infrastructure and Distributed Data Processing Platforms
2023 · Isuru Dharmadasa, Faheem Ullah · IEEE International Conference on Big Data (BigData) · 6
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Scalable Containerized Pipeline for Real-time Big Data Analytics
2022 · Rana Aurangzaib, Waheed Iqbal, et al. · IEEE International Conference on Cloud Computing Technology and Science · 5
Design and Implementation of Fragmented Clouds for Evaluation of Distributed Databases
2023 · Yaser Mansouri, Faheem Ullah, et al. · IEEE Transactions on Cloud Computing · 4
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A Framework for Energy-aware Evaluation of Distributed Data Processing Platforms in Edge-Cloud Environment
2022 · Ullah, Faheem, Mohammed, Imaduddin, et al. · arXiv (Cornell University) · 4
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Performance Analysis of Open Source Solution "ntop" for Active and Passive Packet Analysis Relating to Application and Transport Layer
2019 · Sirajuddin Qureshi, Dr Gordhan, et al. · International Journal of Advanced Computer Science and Applications · 4
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Defending SDN against packet injection attacks using deep learning
2023 · Phu, Anh Tuan, Li, Bo, et al. · arXiv (Cornell University) · 3
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Quantifying the Impact of Design Strategies for Big Data Cyber Security Analytics: An Empirical Investigation
2019 · Faheem Ullah, M. Ali Babar · International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT) · 2
Works count: 31
Citation count: 990
H-index: 12
I10-index: 15
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