F. Afifi

Most-cited papers

1. The rise of traffic classification in IoT networks: A survey

   Hamid Tahaei, F. Afifi, Adeleh Asemi, F. Zaki +1 more

   2020Journal of Network and Computer Applications249 citations

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2. Application of the hybrid ANFIS models for long term wind power density prediction with extrapolation capability

   Monowar Hossain, S. Mekhilef, F. Afifi, Laith M. Halabi +4 more

   2018PLoS ONE59 citations Open access

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3. Bio-inspired for Features Optimization and Malware Detection

   M. Razak, N. B. Anuar, F. Othman, A. Firdaus +2 more

   2017The Arabian journal for science and engineering53 citations

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4. DyHAP: Dynamic Hybrid ANFIS-PSO Approach for Predicting Mobile Malware

   F. Afifi, N. B. Anuar, Shahaboddin Shamshirband, Kim-Kwang Raymond Choo

   2016PLoS ONE42 citations Open access

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5. GRAIN: Granular multi-label encrypted traffic classification using classifier chain

   F. Zaki, F. Afifi, S. Razak, A. Gani +1 more

   2022Comput. Networks40 citations Open access

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6. Transformer-based tokenization for IoT traffic classification across diverse network environments

   F. Afifi, F. Zaki, Hazim Hanif, Nik Aqil +1 more

   2025PeerJ Computer Science10 citations Open access

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7. Federated learning in network traffic classification: Taxonomy of implementation, application, and impact on sixth-generation wireless networks

   Azizi Ariffin, F. Afifi, F. Zaki, Hazim Hanif +1 more

   2025Engineering applications of artificial intelligence4 citations

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8. Improved temporal IoT device identification using robust statistical features

   Nik Aqil, F. Zaki, F. Afifi, Hazim Hanif +2 more

   2024PeerJ Computer Science3 citations Open access

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9. GRANULAR NETWORK TRAFFIC CLASSIFICATION FOR STREAMING TRAFFIC USING INCREMENTAL LEARNING AND CLASSIFIER CHAIN

   F. Zaki, F. Afifi, A. Gani, N. B. Anuar

   2022Malaysian Journal of Computer Science2 citations Open access

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10. Preliminary Study on the Effect of Traffic Representation on Accuracy Degradation in Machine Learning-based IoT Device Identification

    Nik Aqil, F. Afifi, F. Zaki, N. B. Anuar

    20222022 IEEE International Conference on Computing (ICOCO)2 citations

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11. Peer Review #3 of "Malware detection using static analysis in Android: a review of FeCO (features, classification, and obfuscation) (v0.3)"

    Jusoh Corresp, A. Firdaus, S. Anwar, Mohd Faiz Muaz Ahmad Zamri +481 more

    20210 citations Open access

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