What is it about?

Real-time DDoS attack detection system designed using H2O K-Means machine learning algorithm on Hadoop cluster and deployed on Spark Streaming cluster to classify traffic in real-time.

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Why is it important?

Real-time network traffic classification for DDoS attacks

Perspectives

Spark based DDoS attack detection system

Nilesh Vishwasrao Patil
National Institute of Technical Teachers Training and Research, Chandigarh, India

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This page is a summary of: S-DDoS: Apache spark based real-time DDoS detection system, Journal of Intelligent & Fuzzy Systems, May 2020, IOS Press, DOI: 10.3233/jifs-179733.
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