In bios under power tab,
change Restore On AC Power Loss -> Power off
Disable all below
Power On By RTC Alarm
Power On By External moderns
Power On By PCI Devices
Power On By PCIE Devices
Power On By PS/2 Keyboard
Power On By PS/2 Mouse
Your bios might have more Power On By items, just disable them.