Stop Terrorism of Property Act of 2003 - Amends the Federal criminal code to prohibit intentionally, in or affecting interstate or foreign commerce, damaging the property of another with the intent to influence the public with regard to conduct the offender considers harmful to the environment (eco-terrorism).