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The UAV-CPS-Analyzer software package is presented for simulation and analysis of electromagnetic interference against UAV communication systems in counter-UAV (C-UAS) tasks. The modular Python architecture uses NumPy, SciPy, scikit-learn, and multiprocessing for Monte Carlo simulation and AI-based jamming, FHSS emulation, and propagation analysis