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The dataset contains network and physical data of unmanned aerial vehicles (UAVs) under normal operation and under cyber‑attack conditions. It includes four types of network attacks: de‑authentication denial‑of‑service, replay attack, false data injection, and evil twin attack. The dataset is divided into benign data and data for each attack type, with detailed records of network and physical features for each scenario.