I am guessing that you can load the LAS Dataset into ArcMap or Pro? If so, could you potentially filter it to filter out the potentially bad data in order to perform your analysis on it?
Typically the LAS datasets will classify all of the points and there may be points you can throw out (like class 7 or class 12, etc).