During the LHC run in December 2009 beam-induced background events were identified with
the CMS pixel detector. The background consists mostly of collimated particle jets that traverse
CMS parallel to the proton beam. The rate and origin of these events were studied, as well as the
possible effects on the lifetime of the detector. In addition, a pixel-based method to remove the
background for physics analyses was developed.