Why is the detection of neutrinos found very difficult?

There are two reasons:
1)Neutrinos are very difficult to detect because of their very low probability of interacting with matter, or more technically speaking, because of their "weak interaction".  Hence, the probability that a neutrino interacts with an instrument is very low, thus its detection probability is minimal.

2) Its mass is extremely small or null.