Unsuspected
(adjective)
Not suspected or believed to exist; unexpected or surprising.
Origin:
From un- (not) + suspect (to doubt or mistrust).
Examples:
- The forensic analysis revealed an unsuspected piece of evidence.
- The hiker stumbled upon an unsuspected waterfall on her hike.