An anti-aliasing filter is used in signal processing to remove high-frequency components from a signal before it is sampled, thereby preventing aliasing and ensuring the accurate representation of the signal in the digital domain. It is typically a low-pass filter that allows frequencies below a certain threshold to pass while attenuating higher frequencies that could cause distortion in the sampled data.