Concepedia

Flow-based intrusion detection on software-defined networks: a multivariate time series anomaly detection approach

Sultan Zavrak, Murat İskefiyeli

Neural Computing and Applications · 2023 · 33 citations · 55 references

Open access

Concepts

ComputingComputer EngineeringCybersecurityComputer SecurityNetwork SecurityTime Series AnalysisAnomaly DetectionAnomaly Detection In Time SeriesData-flow AnalysisIntrusion DetectionNetwork Traffic AnalysisTime Series AnalyticsFlow-based AnalysisFlow-based DetectionMultivariate Time Series Anomaly DetectionNetwork Intrusion DetectionNetwork Traffic Anomaly Detection

References

55

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Data mining: concepts and techniques

Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations

Computing, Computer Science, Data Analytics +9

Nick McKeown, Tom Anderson, Hari Balakrishnan et al. · ACM SIGCOMM Computer Communication Review · 2008 · 8.4K citations

Computing, Computer Engineering, Computer Systems +16

On the importance of initialization and momentum in deep learning

Ilya Sutskever, James Martens, George E. Dahl et al. · 2013 · 3.5K citations

Computing, Computer Science, Artificial Intelligence +13

Deep Learning: Methods and Applications

Li Deng, Dong Yu · Foundations and Trends® in Signal Processing · 2014 · 3.3K citations · Full text

Computing, Computer Science, Machine Learning +2