A Grading Framework for Professors Cybersecurity programs at universities are under growing pressure to prove their graduates are job-ready. Industry reports consistently highlight that a significant percentage of cybersecurity roles remain unfilled, not because there are no candidates, but because many graduates lack the practical, demonstrable skills employers need. The gap is not in knowledge. It is in the ability to apply that knowledge under realistic conditions. For professors, this creates a grading challenge. Traditional exams and written assignments can test theoretical understanding, but they tell you very little about whether a student can actually detect an intrusion, analyze malware, or respond to a live incident. If cybersecurity education is moving toward hands-on, simulation-based learning, then assessment needs to follow. This article presents a practical grading framework for professors who use  CTF platforms  and  cyber ranges  in their courses.…