INDUSTRIAL_DATASETS

We evaluate DeepSAFE using four publicly available datasets: SMD, PSM, KDD Cup 99, and CIC-IDS-2017. SMD is a time-series dataset derived from smart meters, capturing electricity usage patterns across 28 devices over a span of five consecutive weeks. PSM, from real-time power system monitoring, encompasses measurements from various meters and sensors. KDD Cup 99 simulates real-world network conditions and records network traffic. CIC-IDS, a series of datasets from the Canadian Institute for Cybersecurity (CIC), reflects real-world network traffic and closely mirrors modern network environments, serving as a comprehensive evaluation platform for IDS.