Skip to content

Latest commit

 

History

History
21 lines (17 loc) · 1.43 KB

stack4_no_simulation_function.md

File metadata and controls

21 lines (17 loc) · 1.43 KB
Raw

Run Fuzzing

# GA
python ga_fuzzing.py --simulator no_simulation_function --n_gen 10 --pop_size 50 --algorithm_name nsga2 --has_run_num 500 --n_offsprings 200 --only_run_unique_cases 0 --use_unique_bugs 0 --synthetic_function four_modes

# Random
python ga_fuzzing.py --simulator no_simulation_function --n_gen 10 --pop_size 50 --algorithm_name random --has_run_num 500 --n_offsprings 200 --only_run_unique_cases 0 --use_unique_bugs 0 --synthetic_function four_modes

Customized function

One can change the function customized in no_simulation_function_script/synthetic_functions.py to any query function one wants that takes in a query x and return the query result/objectives [f]. Note one needs to change the variables in ga_fuzzing.py after the line # These fields need to be set to be consistent with the synthetic_function used according to the function one uses for the fuzzing process to function properly.

One might also want to change check_bug in no_simulation_function_script/run_results_no_simulation to define what the function determining if a bug happens based on the result/objectives [f].

Finally, run (the following uses the random algorithm for sanity check):

# Random
python ga_fuzzing.py --simulator no_simulation_function --n_gen 10 --pop_size 50 --algorithm_name random --has_run_num 500 --n_offsprings 200 --only_run_unique_cases 0 --use_unique_bugs 0 --synthetic_function customized