Dirty Paper Coding is a technique in information theory that allows a transmitter to send a message over a channel with interference, without the interference affecting the message's integrity, provided the transmitter knows the interference beforehand. It leverages the concept of pre-subtracting the known interference from the signal, enabling the receiver to decode the original message as if the interference was never present.