Closed QuynhNguyen269 closed 2 years ago
crond-jaist
commented
2 years ago Hi,
From the output you included I can see that the first error is:
sh: 1: ../repos/mulval/utils/graph_gen.sh: not found
This means that you forgot to install MulVAL, and the script that comes with it cannot be found. Please check the Prerequisites section in the README.md file for details about MulVAL.
Best wishes, Razvan
QuynhNguyen269
commented
2 years ago Thank you for your support, but I have one more question. In the paper you wrote that this model has an accuracy of 0.86. I quite don't understand the method of evaluating, the data used for evaluating and whether that data is in this repo or not. Looking forward to your reply. Thank you!
crond-jaist
commented
2 years ago I'm glad to hear that your problem was solved. As for the evaluation, I'll answer in the new issue that you just opened about this topic.
Hi, I'm trying to run the code but it gives me multiple FileNotFound errors. Please help. Thank you!
The output is:
################################################################################ AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning ################################################################################ AutoPentest-DRL: Operation mode: Attack on logical network AutoPentest-DRL: Target topology: MulVAL_P/logical_topology_1.P
AutoPentest-DRL: Compute attack path for logical network... Generate attack graph using MulVAL... sh: 1: ../repos/mulval/utils/graph_gen.sh: not found Process attack graph into attack matrix... Traceback (most recent call last): File "/home/leekutti/NT522/AutoPentest-DRL/DQN/./confirm_path.py", line 9, in
MAP = generateMapClass.sendMap
File "./learn/generateMap.py", line 108, in sendMap
self.x = self.createMatrix()
File "./learn/generateMap.py", line 20, in createMatrix
self.csvfile = open('../mulval_result/VERTICES.CSV', 'r')
FileNotFoundError: [Errno 2] No such file or directory: '../mulval_result/VERTICES.CSV'
Traceback (most recent call last):
File "/home/leekutti/NT522/AutoPentest-DRL/DQN/learn/./dqn_learn.py", line 32, in
env = gym.make('dqnenv-v0')
File "/usr/local/lib/python3.9/dist-packages/gym/envs/registration.py", line 235, in make
return registry.make(id, kwargs)
File "/usr/local/lib/python3.9/dist-packages/gym/envs/registration.py", line 129, in make
env = spec.make(kwargs)
File "/usr/local/lib/python3.9/dist-packages/gym/envs/registration.py", line 89, in make
cls = load(self.entry_point)
File "/usr/local/lib/python3.9/dist-packages/gym/envs/registration.py", line 27, in load
mod = importlib.import_module(mod_name)
File "/usr/lib/python3.9/importlib/init.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "", line 1030, in _gcd_import
File "", line 1007, in _find_and_load
File "", line 986, in _find_and_load_unlocked
File "", line 680, in _load_unlocked
File "", line 790, in exec_module
File "", line 228, in _call_with_frames_removed
File "/home/leekutti/NT522/AutoPentest-DRL/DQN/learn/env/environment.py", line 12, in
class dqnEnvironment(gym.Env):
File "/home/leekutti/NT522/AutoPentest-DRL/DQN/learn/env/environment.py", line 14, in dqnEnvironment
MAP = np.loadtxt('../processdata/newmap.txt')
File "/usr/lib/python3/dist-packages/numpy/lib/npyio.py", line 961, in loadtxt
fh = np.lib._datasource.open(fname, 'rt', encoding=encoding)
File "/usr/lib/python3/dist-packages/numpy/lib/_datasource.py", line 195, in open
return ds.open(path, mode, encoding=encoding, newline=newline)
File "/usr/lib/python3/dist-packages/numpy/lib/_datasource.py", line 535, in open
raise IOError("%s not found." % path)
OSError: ../processdata/newmap.txt not found.