I sense something fishy behind the incident.
異臭 means an unusual or strange smell that is not necessarily unpleasant, whereas 悪臭 specifically means a foul, offensive smell.
Compound of 異 (い, 'different, unusual') and 臭 (しゅう, 'smell, odor'). The reading しゅう is the on'yomi of 臭.