Roller Blind in window ingress
Even if you could secure it to the drywall any excess downward force will pull the blind off as the surface of the drywall will separate.
The options are to either drill into the lintel with a suitable metal bit or attach the blind to the vertical part of the window jamb with mounting brackets.