RESEARCHER PROFILE

Mustafa Abdulfattah Habeeb

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University of Tikrit

Multi-Criteria Decision MakingAdversarial Robustness in Machine LearningEthics and Social Impacts of AIAdvanced Neural Network ApplicationsSecurity and Verification in Computing

Mustafa Abdulfattah Habeeb works in Multi-Criteria Decision Making, Adversarial Robustness in Machine Learning, Ethics and Social Impacts of AI, Advanced Neural Network Applications, Security and Verification in Computing. Recorded institutional associations include University of Tikrit.

31Publications
515Citations
8H-index

ORCID

Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.

Selected research works

Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.

  1. A systematic review of trustworthy artificial intelligence applications in natural disasters

    2024 · 271 citations

  2. Network and cybersecurity applications of defense in adversarial attacks: A state-of-the-art using machine learning and deep learning methods

    2024 · 47 citations

  3. Adversarial Attacks in Machine Learning: Key Insights and Defense Approaches

    2024 · 32 citations

  4. Strategies for protection against adversarial attacks in AI models: An in-depth review

    2025 · 23 citations

  5. Global Analysis and Prediction of CO2 and Greenhouse Gas Emissions across Continents

    2024 · 21 citations

  6. Enhanced Android Malware Detection through Artificial Neural Networks Technique

    2025 · 17 citations

  7. Using Information Technology for Comprehensive Analysis and Prediction in Forensic Evidence

    2024 · 16 citations

  8. The Considerations of Trustworthy AI Components in Generative AI; A Letter to Editor

    2023 · 15 citations

  9. Limitations of Deep Learning vs. Human Intelligence: Training Data, Interpretability, Bias, and Ethics

    2025 · 8 citations

  10. Deep Learning Approaches for Gender Classification from Facial Images

    2024 · 8 citations

  11. Artificial Intelligence and Cybersecurity in Face Sale Contracts: Legal Issues and Frameworks

    2024 · 7 citations

  12. Enhancing Security and Performance in Vehicular Adhoc Networks: A Machine Learning Approach to Combat Adversarial Attacks

    2024 · 6 citations

  13. Predictive Modeling and Analysis of Monkeypox Outbreaks Using Machine Learning Techniques

    2025 · 5 citations

  14. Toward Smart Bicycle Safety: Leveraging Machine Learning Models and Optimal Lighting Solutions

    2024 · 5 citations

  15. Evaluation framework for urban sustainability assessment tools based on a decision-making approach

    2025 · 4 citations

  16. Evaluating date fruit varieties for health benefits using advanced fuzzy decision-making

    2025 · 4 citations

  17. Leveraging Artificial Intelligent for Optimized Crop Production: An ANN-Based Approach

    2025 · 4 citations

  18. Integrating Image Data Fusion and ResNet Method for Accurate Fish Freshness Classification

    2024 · 4 citations

  19. Emerging Trends in Applying Artificial Intelligence to Monkeypox Disease: A Bibliometric Analysis

    2024 · 4 citations

  20. Bridging Law and Machine Learning: A Cybersecure Model for Classifying Digital Real Estate Contracts in the Metaverse

    2025 · 3 citations

  21. Refrigerator optimization: Leveraging RESnet method for enhanced storage efficiency

    2025 · 3 citations

  22. Evaluating Vegetable Nutrition for Dental Health Maintenance Using an Orthopair Fuzzy Z-Number Decision-Making Model

    2026 · 2 citations

  23. Deep Learning Model for Hand Movement Rehabilitation

    2024 · 2 citations

  24. Evaluating and benchmarking nutritional supplement providers using a multi-criteria decision-making modeling approach

    2025 · 1 citations

  25. Comparative Analysis of Machine and Deep Learning Methods for Cuneiform Text Classification

    2026 · 0 citations

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