From f143ec1a96f6527c6a9cfc2d40f6a509d1de6264 Mon Sep 17 00:00:00 2001 From: Souad Asroubi <45672002+souaddev@users.noreply.github.com> Date: Sun, 21 Jan 2024 00:40:53 +0100 Subject: [PATCH] Update README.md --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 4ac2427..f80c426 100644 --- a/README.md +++ b/README.md @@ -1 +1,3 @@ -# Dynamic-time-warping-based-anomaly-detection-for-industrial-control-system \ No newline at end of file +# Dynamic-time-warping-based-anomaly-detection-for-industrial-control-system + +This repository presents a comprehensive approach to anomaly detection in Industrial Control Systems (ICS), with a focus on the Secure Water Treatment DataSet (SWaT). The implementation incorporates cutting-edge machine learning techniques, including Isolation Forest and Autoencoder models, augmented by the powerful Dynamic Time Warping (DTW) algorithm.