H. M. Melaku

Most-cited papers

1. A Dynamic and Adaptive Cybersecurity Governance Framework

   H. M. Melaku

   2023Journal of Cybersecurity and Privacy69 citations Open access

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2. Drift Adaptive Online DDoS Attack Detection Framework for IoT System

   Yonas Kibret Beshah, S. Abebe, H. M. Melaku

   2024Electronics45 citations Open access

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3. Review of Botnet Attack Detection in SDN-Enabled IoT Using Machine Learning

   Worku Gachena Negera, F. Schwenker, Taye Girma Debelee, H. M. Melaku +1 more

   2022Italian National Conference on Sensors37 citations Open access

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4. Context-Based and Adaptive Cybersecurity Risk Management Framework

   H. M. Melaku

   2023Risks32 citations Open access

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5. Efficient Intrusion Detection System for SDN Orchestrated Internet of Things

   Esubalew M. Zeleke, H. M. Melaku, F. G. Mengistu

   2021J. Comput. Networks Commun.25 citations Open access

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6. Lightweight intrusion detection system for IoT with improved feature engineering and advanced dynamic quantization

   Semachew Fasika Misrak, H. M. Melaku

   2025Discover Internet of Things22 citations Open access

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7. Lightweight Model for Botnet Attack Detection in Software Defined Network-Orchestrated IoT

   Worku Gachena Negera, Friedhelm Schwenker, Taye Girma Debelee, H. M. Melaku +1 more

   2023Applied Sciences18 citations Open access

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8. Real-Time Automated Cyber Threat Classification and Emerging Threat Detection Framework

   A. Haile, S. Abebe, H. M. Melaku

   2025IEEE Open Journal of the Computer Society13 citations Open access

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9. Multi-Stage Adversarial Defense for Online DDoS Attack Detection System in IoT

   Yonas Kibret Beshah, S. Abebe, H. M. Melaku

   2025IEEE Access9 citations Open access

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10. Hierarchical Classification of Botnet Using Lightweight CNN

    Worku Gachena Negera, Friedhelm Schwenker, Degaga Wolde Feyisa, Taye Girma Debelee +1 more

    2024Applied Sciences5 citations Open access

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11. An Optimized and Energy-Efficient Ad-Hoc On-Demand Distance Vector Routing Protocol Based on Dynamic Forwarding Probability (AODVI)

    Hailu Gizachew Yirga, Gizatie Desalegn Taye, H. M. Melaku

    2022J. Comput. Networks Commun.5 citations Open access

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12. Investigating the effects of security attacks on the performance of TCP variants and routing protocols in MANET

    H. M. Melaku, D. H. Woldegebreal, K. Raimond

    2015International journal of computer application and technology4 citations

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13. A hybrid behavioural-based cyber intrusion detection system

    Alemtsehay Adhanom, H. M. Melaku

    2019Int. J. Commun. Networks Distributed Syst.1 citations Open access

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14. RotAtt: Noise-Tolerant Fusion for Quality Assessment of Ontology-Driven Knowledge Graphs in Multi-Source Cyber Threat Intelligence

    A. Haile, S. Abebe, H. M. Melaku

    2026IEEE Access0 citations Open access

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15. TCP-PLDR: A Novel Packet Loss Detection and Response Mechanism for TCP in Mobile Ad Hoc Networks

    H. M. Melaku, K. Raimond, D. H. Woldegebreal

    2015Ad Hoc Sens. Wirel. Networks0 citations

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