We present a method to generate automatically exploits for information flow leaks in object-oriented programs. Our approach combines self-composition and symbolic execution to compose an insecurity formula for a given information flow policy and a specification of the security level of the program locations. The insecurity formula gives then rise to a model which is used to generate input data for the exploit.A prototype tool called KEG implementing the described approach for Java programs has been developed, which generates exploits as executable JUnit tests.