Hello, I have a question about machine_learning_security

[fanntom]

try running using python3

[fanntom]

Please refer to issue #5

[13o-bbr-bbq]

Hi, @Tren
DeepExploit can not operate on the Python2.x.
Maybe, your python version is Python2.7.
Could you run DeepExploit on the Python3.6?

[Tren]

[+] Execute Nmap.
[] Executing...
[] Start time: 2018-04-28 23:55:22
[] End time : 2018-04-28 23:55:49
[+] Get port list.
[+] Get exploit list.
[] Loading exploit list from local file: /root/machine_learning_security/DeepExploit/data/exploit_list.csv
[+] Get payload list.
[] Loading payload list from local file: /root/machine_learning_security/DeepExploit/data/payload_list.csv
[+] Get exploit tree.
[] Loading exploit tree from local file: /root/machine_learning_security/DeepExploit/data/exploit_tree.json.
Traceback (most recent call last):
File "DeepExploit.py", line 1541, in
exploit_tree = get_exploit_tree(env)
File "DeepExploit.py", line 1290, in get_exploit_tree
fin = codecs.open(local_file, 'r', 'utf-8')
File "/usr/lib/python3.6/codecs.py", line 897, in open
file = builtins.open(filename, mode, buffering)
FileNotFoundError: [Errno 2] No such file or directory: '/root/machine_learning_security/DeepExploit/data/exploit_tree.json.'

[13o-bbr-bbq]

Hi, @Tren
It is bug following code.
I fixed a bug, please try it.

• line:1288

local_file = os.path.join(env.data_path, 'exploit_tree.json')

[Tren]

python3 DeepExploit.py -t 192.168.0.100 -m train
Using TensorFlow backend.

^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 　　　　　██████╗ ███████╗███████╗██████╗                      

　 　　　　██╔══██╗██╔════╝██╔════╝██╔══██╗
　 　　　　██║ ██║█████╗ █████╗ ██████╔╝
　 　　　　██║ ██║██╔══╝ ██╔══╝ ██╔═══╝
　 　　　　██████╔╝███████╗███████╗██║
　　 　　　╚═════╝ ╚══════╝╚══════╝╚═╝

 ███████╗██╗  ██╗██████╗ ██╗      ██████╗ ██╗████████╗
 ██╔════╝╚██╗██╔╝██╔══██╗██║     ██╔═══██╗██║╚══██╔══╝
 █████╗   ╚███╔╝ ██████╔╝██║     ██║   ██║██║   ██║   
 ██╔══╝   ██╔██╗ ██╔═══╝ ██║     ██║   ██║██║   ██║   
 ███████╗██╔╝ ██╗██║     ███████╗╚██████╔╝██║   ██║   
 ╚══════╝╚═╝  ╚═╝╚═╝     ╚══════╝ ╚═════╝ ╚═╝   ╚═╝    (beta)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Traceback (most recent call last):
File "DeepExploit.py", line 1532, in
env = Metasploit(rhost)
File "DeepExploit.py", line 266, in init
self.client.login(msgrpc_user, msgrpc_pass) # Log in to RPC Server.
File "DeepExploit.py", line 70, in login
ret = self.call('auth.login', [user, password])
File "DeepExploit.py", line 64, in call
self.client.request("POST", self.uri, params, self.headers)
File "/usr/lib/python3.6/http/client.py", line 1239, in request
self._send_request(method, url, body, headers, encode_chunked)
File "/usr/lib/python3.6/http/client.py", line 1285, in _send_request
self.endheaders(body, encode_chunked=encode_chunked)
File "/usr/lib/python3.6/http/client.py", line 1234, in endheaders
self._send_output(message_body, encode_chunked=encode_chunked)
File "/usr/lib/python3.6/http/client.py", line 1026, in _send_output
self.send(msg)
File "/usr/lib/python3.6/http/client.py", line 964, in send
self.connect()
File "/usr/lib/python3.6/http/client.py", line 936, in connect
(self.host,self.port), self.timeout, self.source_address)
File "/usr/lib/python3.6/socket.py", line 724, in create_connection
raise err
File "/usr/lib/python3.6/socket.py", line 713, in create_connection
sock.connect(sa)
ConnectionRefusedError: [Errno 111] Connection refused

[13o-bbr-bbq]

Hi, @Tren
Could you check follwing.

• RPC Server is starting.
• Content of config.ini matches the your environment.