In 1982 David was sentenced to 14 years imprisonment for the attempted murder of three people, during a robbery-gone-wrong at a pizza restaurant in Rye, Victoria.
Whilst imprisoned, David wrote many manuscripts, one titled Blueprint for Urban Warfare, which spoke of committing massacres upon his release from prison.