Can such detection be countered with the same technology? Eg an ML system that controls emission of noise, light (optical and otherwise), and wiggles a magnetic

Can such detection be countered with the same technology? Eg an ML system that controls emission of noise, light (optical and otherwise), and wiggles a magnetic field about in just the right way to make it look like natural noise, to an adversary's state-of-the-art AI-based detection system.