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Fingerprint Dive into the research topics where Yaokai Feng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Character recognition Engineering & Materials Science
Range Query Mathematics
Attack Mathematics
Learning systems Engineering & Materials Science
Experiments Engineering & Materials Science
Classifiers Engineering & Materials Science
R-tree Mathematics
Optical character recognition Engineering & Materials Science

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Research Output 2001 2020

  • 167 Citations
  • 7 h-Index
  • 42 Conference contribution
  • 12 Article
  • 2 Conference article
  • 1 Review article

Implementing Lightweight IoT-IDS on Raspberry Pi Using Correlation-Based Feature Selection and Its Performance Evaluation

Soe, Y. N., Feng, Y., Santosa, P. I., Hartanto, R. & Sakurai, K., Jan 1 2020, Advanced Information Networking and Applications - Proceedings of the 33rd International Conference on Advanced Information Networking and Applications AINA-2019. Takizawa, M., Enokido, T., Barolli, L. & Xhafa, F. (eds.). Springer Verlag, p. 458-469 12 p. (Advances in Intelligent Systems and Computing; vol. 926).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Intrusion detection
Learning systems
Classifiers
Internet of things

Detecting distributed cyber attacks in SDN based on automatic thresholding

Komiya, R., Feng, Y. & Sakurai, K., Dec 26 2018, Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018. Institute of Electrical and Electronics Engineers Inc., p. 417-423 7 p. 8590937. (Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Thresholding
Networking
Attack
Software
Historical Data

Feature selection for machine learning-based early detection of distributed cyber attacks

Feng, Y., Akiyama, H., Lu, L. & Sakurai, K., Oct 26 2018, Proceedings - IEEE 16th International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018. Institute of Electrical and Electronics Engineers Inc., p. 181-186 6 p. 8511883. (Proceedings - IEEE 16th International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature Selection
Support vector machines
Learning systems
Feature extraction
Machine Learning

Lightweight classification of IoT malware based on image recognition

Su, J., Vasconcellos, V. D., Prasad, S., Daniele, S., Feng, Y. & Sakurai, K., 2018, 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC). Vol. 2. p. 664-669 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Lightweight Classification of IoT Malware Based on Image Recognition

Su, J., Vargas, D. V., Prasad, S., Daniele, S., Feng, Y. & Sakurai, K., Jun 8 2018, Proceedings - 2018 IEEE 42nd Annual Computer Software and Applications Conference, COMPSAC 2018. Demartini, C., Reisman, S., Liu, L., Tovar, E., Takakura, H., Yang, J-J., Lung, C-H., Ahamed, S. I., Hasan, K., Conte, T., Nakamura, M., Zhang, Z., Akiyama, T., Claycomb, W. & Cimato, S. (eds.). IEEE Computer Society, p. 664-669 6 p. 8377943. (Proceedings - International Computer Software and Applications Conference; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image recognition
Internet
Domestic appliances
Cameras
Internet of things