aiqbench analysis

The hackathon tested quantum machine learning on DDoS detection, with judging weighted toward whether a quantum method was justified for each sub-task rather than raw accuracy. The organizers say the results marked where quantum methods merit further study and where classical techniques still outperform them, but the excerpt does not give the specific findings. Readers should treat this as a small, structured probe of quantum ML's fit for network security, not evidence of a practical advantage.