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DDOS attack detection using time series algorithms like ARIMA,SARIMA and LSTM

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dhruvipatel14/ddos-detection-using-timeseries

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ddos-detection-using-timeseries

Problem statement

Detect DDOS attack in regular traffic flowing through network by time series forecasting of current traffic.Stochastic time series model like ARIMA and ANN time series model like LSTM is used as machine learning models for this purpose.Best model will be deployed to system after comparing the performance of models to recognize the attack situation.

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fwdpkt Trend of data trend Residual of data residual

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DDOS attack detection using time series algorithms like ARIMA,SARIMA and LSTM

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