An Illinois judge threw out a lawsuit filed by graduates of DePaul University College of Law who accused their alma mater of baiting them with misleading job statistics.

The lawsuit was one of more than a dozen filed in recent months, as fresh law school graduates struggle to find jobs in a brutal market, and the third to fall flat. Judges in Michigan and New York have spiked similar lawsuits.

The...