Your question is Balancing False Positives and Negatives. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How do you balance false positives and false negatives when designing detection algorithms for a security product?