In the broadest terms, EMI and RFI amount to interferences of an electrical or magnetic nature that can degrade how well a piece of electronic equipment performs or the quality of the signal it receives — which is responsible for its nickname “noise.”
Why to use an EMI/RFI Filter
Off-the-shelf versus custom EMI filters