The first two suspects were arrested as part of the probe into the incident on Saturday.
The 53-year-old politician was injured in a bomb blast in the capital of Male on Thursday and is currently recovering in hospital. The incident reportedly occurred near Nasheed's home and injured two other people — his bodyguard and a bystander, who was identified as a foreign citizen. Police qualified the incident as a terrorist attack specifically targeting Nasheed.