Distributed anomaly detection using concept drift detection based hybrid ensemble techniques in streamed network data

MapReduce

Sanjay Ghemawat · Communications of the ACM · 2008 · 18.4K citations · Full text

Cluster Computing, Engineering, Computer Architecture +16

Network Anomaly Detection: Methods, Systems and Tools

Monowar Bhuyan, Dhruba K. Bhattacharyya, Jugal Kalita · IEEE Communications Surveys & Tutorials · 2013 · 1.3K citations

Anomaly Detection, Engineering, Information Security +16

TSE-IDS: A Two-Stage Classifier Ensemble for Intelligent Anomaly-Based Intrusion Detection System

Bayu Adhi Tama, Marco Comuzzi, Kyung-Hyune Rhee · IEEE Access · 2019 · 366 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

A survey of intrusion detection systems based on ensemble and hybrid classifiers

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Engineering, Data Science, Data Mining +11

A Stacking Ensemble for Network Intrusion Detection Using Heterogeneous Datasets

Smitha Rajagopal, Poornima Panduranga Kundapur, Katiganere Siddaramappa Hareesha · Security and Communication Networks · 2020 · 210 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18