Developing Realistic Distributed Denial of Service (DDoS) Dataset for Machine Learning-based Intrusion Detection System

Author:

Hadi Hassan Jalil1,Hayat Umer1,Musthaq Numan1,Hussain Faisal Bashir1,Cao Yue2

Affiliation:

1. Bahria University,Dept. Cyber Reconnaissance and Combat (CRC) Lab,Islamabad,Pakistan

2. Wuhan University,School of Cyber Science and Engineering,Wuhan,China

Funder

Research and Development

Publisher

IEEE

Reference11 articles.

1. An introduction to statistical learning;james,2017

2. Scikit-Learn

3. Induction of decision trees

4. Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization

5. DoS and DDoS attacks: defense, detection and traceback mechanisms-a survey;prasad,2014

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