Payload generation for computer software testing
View Patent ↗A method of generating test payloads for a target system includes receiving a plurality of reference programs, each reference program modelling at least one aspect of the target system, building a specification for each received reference program, each specification defining illegal states for the respective reference program, analyzing each specification to determine one or more entry constraints that would generate an illegal state from a specific input, and synthesizing one or more payloads from the determined entry constraints.
1. A method of generating test payloads for a target system, the method comprising:
receiving a plurality of reference programs, each reference program modelling business logic of at least one aspect of the target system,
building a specification for each received reference program, each specification defining illegal states and control locations in the execution of the respective reference program with respect to a functional property,
performing a static analysis of each specification to determine one or more entry constraints that, when input to the business logic, would generate an illegal state from a specific input compatible with the one or more entry constraints, the static analysis performed without executing the respective reference program, and
synthesizing one or more payloads from the determined entry constraints.
2. A method according to claim 1 , and further comprising computing structural invariant constraints over the synthesized payloads and synthesizing additional payloads compatible with the computed constraints.
3. A method according to claim 2 , and further comprising verifying that the additional payloads are compatible with the determined entry constraints.
4. A method according to claim 1 , wherein the step of analyzing each specification comprises traversing backwards a control flow graph of the control locations.
5. A method according to claim 1 , wherein the target system is a web service and the at least one aspect of the target system includes a security function of the web service.
6. A system for generating test payloads for a target system, the system comprising a processor arranged to:
receive a plurality of reference programs, each reference program modelling business logic of at least one aspect of the target system,
build a specification for each received reference program, each specification defining illegal states and control locations in the execution of the respective reference program with respect to a functional property,
perform a static analysis of each specification to determine one or more entry constraints that, when input to the business logic, would generate an illegal state from a specific input compatible with the one or more entry constraints, the static analysis performed without executing the respective reference program, and
synthesize one or more payloads from the determined entry constraints.
7. A system according to claim 6 , wherein the processor is further arranged to compute structural invariant constraints over the synthesized payloads and synthesize additional payloads compatible with the computed constraints.
8. A system according to claim 7 , wherein the processor is further arranged to verify that the additional payloads are compatible with the determined entry constraints.
9. A system according to claim 6 , wherein the processor is arranged, when analyzing each specification, to traverse backwards a control flow graph of the control locations.
10. A system according to claim 6 , wherein the target system is a web service and the at least one aspect of the target system includes a security function of the web service.
11. A computer program product for generating test payloads for a target system, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions readable by a processing circuit to cause the processing circuit to perform a method comprising:
receiving a plurality of reference programs, each reference program modelling business logic of at least one aspect of the target system,
building a specification for each received reference program, each specification defining illegal states and control locations in the execution of the respective reference program with respect to a functional property,
performing a static analysis of each specification to determine one or more entry constraints that, when input to the business logic, would generate an illegal state from a specific input compatible with the one or more entry constraints, the static analysis performed without executing the respective reference program, and
synthesizing one or more payloads from the determined entry constraints.
12. A computer program product according to claim 11 , and further comprising instructions for computing structural invariant constraints over the synthesized payloads and synthesizing additional payloads compatible with the computed constraints.
13. A computer program product according to claim 12 , and further comprising instructions for verifying that the additional payloads are compatible with the determined entry constraints.
14. A computer program product according to claim 11 , wherein the instructions for analyzing each specification comprise instructions for traversing backwards a control flow graph of the control locations.
15. A computer program product according to claim 11 , wherein the target system is a web service and the at least one aspect of the target system includes a security function of the web service.