"Invalid traffic detections" WTF is that?

I never buy traffic for my website. All the traffic is organic, or through legitimate Facebook and Google ads advertisements. My ad provider has deducted a large portion of my earnings under "invalid traffic detections".

What does that mean? I am confused. This is the one project I put my heart out for, and never ever did anything shady. Can someone please help?