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IPCA-SAMKNN: A Novel Network IDS for Resource Constrained Devices

  • Published:2022-12-22 Issue: Volume: Page:
  • ISSN:
  • Container-title:2022 2nd International Seminar on Machine Learning, Optimization, and Data Science (ISMODE)
  • language:
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Author:

Agbedanu Promise R.1,Musabe Richard2,Rwigema James1,Gatare Ignace3,Pavlidis Yanis4

Affiliation:

1. University of Rwanda,African Centre of Excellence in Internet of Things (ACEIoT),Kigali,Rwanda

2. Rwanda Polytechnic,Kigali,Rwanda

3. University of Rwanda,College of Science and Technology,Kigali,Rwanda

4. Google,Sunnyvale,California,United States

Funder

Google

Publisher

IEEE

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1. Efficient Intrusion Detection: Combining X2 Feature Selection with CNN-BiLSTM on the UNSW-NB15 Dataset;2024 11th International Conference on Wireless Networks and Mobile Communications (WINCOM);2024-07-23

2. An Empirical Study on the Energy Usage and Performance of Pandas and Polars Data Analysis Python Libraries;Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering;2024-06-18

3. A systematic literature review of recent lightweight detection approaches leveraging machine and deep learning mechanisms in Internet of Things networks;Journal of King Saud University - Computer and Information Sciences;2024-01
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