Here is the full list of all 24 Catch Me achievements.
Upgrade Maze to Lv.2
Use Hypnosis once
Complete an infiltration without using tricks
Use Flare once
Upgrade Maze to Lv.1
Use Dove Trick once
Use Disguise once
Use Unlocker once
Use Poker Pistol once
Use Levitate once
Complete an infiltration with quick movements, perfect panning, and no HP loss
Complete an infiltration in 30 seconds
A letter from rosedog
Collect 255 Roses
Upgrade Maze to Lv.3
Upgrade Maze to Lv.4
Upgrade Maze to Lv.5
Upgrade Maze to Lv.6
Upgrade Maze to Lv.7
Upgrade Maze to Lv.8
Upgrade Maze to Lv.9
Upgrade Maze to Lv.10
Invite Walter
Invite Perona