You might also consider using binary logistic regression - it is available under Analyze > Regression. As with multiple linear regression it is quite a complicated process with different methods and assumptions and post analysis validation to check.
I used to use SPSS exclusively when determining survival rates but when competing risks was necessary I switched to STATA. I Dont know if SPSS has yet come up with a competing risk analysis.