Deep Exploit test mode errors

[ghu1245]

Hi, I'm getting the following errors when running the test mode as below: root@kali:~/machine_learning_security/DeepExploit# python3 DeepExploit.py -t 192.168.88.133 -m test ... [+] Execute Nmap against 192.168.88.133 [] Nmap already scanned. [+] Get port list from nmap_result_192.168.88.133.xml. [] Loaded target tree from : /root/machine_learning_security/DeepExploit/data/target_info_192.168.88.133.json [+] Get exploit list. [] Loaded exploit list from : /root/machine_learning_security/DeepExploit/data/exploit_list.csv [+] Get payload list. [] Loaded payload list from : /root/machine_learning_security/DeepExploit/data/payload_list.csv [+] Get exploit tree. [] Loaded exploit tree from : /root/machine_learning_security/DeepExploit/data/exploit_tree.json [+] Get target info. [] Loaded target tree from : /root/machine_learning_security/DeepExploit/data/target_info_192.168.88.133.json [] Restore learned data. Traceback (most recent call last): File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 1322, in _do_call return fn(args) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 1307, in _run_fn options, feed_dict, fetch_list, target_list, run_metadata) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 1409, in _call_tf_sessionrun run_metadata) tensorflow.python.framework.errors_impl.NotFoundError: Key local_thread1/dense_11/bias not found in checkpoint [[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, ..., DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "DeepExploit.py", line 2237, in saver.restore(SESS, env.save_file) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/training/saver.py", line 1802, in restore {self.saver_def.filename_tensor_name: save_path}) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 900, in run run_metadata_ptr) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 1135, in _run feed_dict_tensor, options, run_metadata) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 1316, in _do_run run_metadata) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/client/session.py", line 1335, in _do_call raise type(e)(node_def, op, message) tensorflow.python.framework.errors_impl.NotFoundError: Key local_thread1/dense_11/bias not found in checkpoint [[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, ..., DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]

Caused by op 'save/RestoreV2', defined at: File "DeepExploit.py", line 2214, in saver = tf.train.Saver() File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/training/saver.py", line 1338, in init self.build() File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/training/saver.py", line 1347, in build self._build(self._filename, build_save=True, build_restore=True) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/training/saver.py", line 1384, in _build build_save=build_save, build_restore=build_restore) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/training/saver.py", line 835, in _build_internal restore_sequentially, reshape) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/training/saver.py", line 472, in _AddRestoreOps restore_sequentially) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/training/saver.py", line 886, in bulk_restore return io_ops.restore_v2(filename_tensor, names, slices, dtypes) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/ops/gen_io_ops.py", line 1463, in restore_v2 shape_and_slices=shape_and_slices, dtypes=dtypes, name=name) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper op_def=op_def) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/ops.py", line 3392, in create_op op_def=op_def) File "/usr/local/lib/python3.6/dist-packages/tensorflow/python/framework/ops.py", line 1718, in init self._traceback = self._graph._extract_stack() # pylint: disable=protected-access

NotFoundError (see above for traceback): Key local_thread1/dense_11/bias not found in checkpoint [[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, ..., DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]

root@kali:~/machine_learning_security/DeepExploit#

Any ideas where the issue is? I'm using kali-linux-2018.3-vm-amd64.

Thank you.

[gyoisamurai]

Hi, Did you execute the train mode?

[ghu1245]

Hi, The train mode worked first. It's the test mode after it that failed showing the above output!

[vdata1]

I also have some issues with the training mode, some out of range problems and so on