SCADANet: A novel dataset for SCADA cybersecurity and intrusion detection

Key Points

• The introduction of SCADANet significantly improves the ability to detect cybersecurity threats in SCADA systems, which are often vulnerable.
• With this dataset, researchers can enhance intruders' detection rates by leveraging machine learning techniques tailored for SCADA environments.
• Assessment using SCADANet allows for rigorous testing of various cybersecurity algorithms in automated control systems, improving overall safety.
• This dataset highlights the need for more extensive research in SCADA cybersecurity, as current methodologies may not fully safeguard against advanced threats.