CrossT-GAN

Soil moisture active passive satellite (SMAP): The dataset is collected by the National Aeronautics and Space Administration (NASA) Soil Moisture Active Passive Satellite, which is primarily used to monitor Earth's soil moisture and environmental parameters. It contains multiple satellite subsystems or sensor entities, each of which records twenty-five telemetry metrics such as radiation, temperature, power and computational activity.Secure water treatment (SWaT): The dataset is collected from a real industrial water treatment system, which covers multiple processing stages such as ultrafiltration, reverse osmosis, etc., and each stage is equipped with sensors such as water level, flow rate, chemical dose, etc., as well as actuators such as pumps and valves. The dataset consists of seven days of normal operational data and four days of anomalous data from injected network attack scenarios.Mars science laboratory rover (MSL): This dataset is derived from NASA's Mars Science Laboratory's Curiosity rover and records sensor and actuator data from the rover's time on the Martian surface. Due to the variety of tasks performed by the rover (e.g., rock sampling, mobile navigation), that dataset exhibits a high degree of non-periodicity and environment dependence.Server machine dataset (SMD): The dataset is collected from a cluster of twenty-eight servers in a large Internet company, recording resource metrics such as CPU load, memory usage, and network traffic. It covers five weeks of operational data, and includes anomalies such as hardware failures (e.g., disk I\/O blocking), software bottlenecks (e.g., service timeouts), and network attacks (e.g., DDoS traffic).