AIL-framework/bin/lib/Correlate_object.py

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#!/usr/bin/env python3
# -*-coding:UTF-8 -*
import os
import sys
import uuid
import redis
from flask import url_for
sys.path.append(os.path.join(os.environ['AIL_BIN'], 'lib/'))
import ConfigLoader
import Decoded
import Domain
import Screenshot
import Username
sys.path.append(os.path.join(os.environ['AIL_BIN'], 'packages/'))
import Pgp
import Cryptocurrency
import Item
config_loader = ConfigLoader.ConfigLoader()
r_serv_metadata = config_loader.get_redis_conn("ARDB_Metadata")
baseurl = config_loader.get_config_str("Notifications", "ail_domain")
config_loader = None
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def is_valid_object_type(object_type):
if object_type in ['domain', 'item', 'image', 'decoded', 'pgp', 'cryptocurrency', 'username']:
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return True
else:
return False
def check_correlation_object(object):
if object in get_all_correlation_objects():
return True
else:
return False
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def is_valid_object_subtype(object_type, object_subtype):
if object_type == 'pgp':
return Pgp.pgp.is_valid_obj_subtype(object_subtype)
elif object_type == 'cryptocurrency':
return Cryptocurrency.cryptocurrency.is_valid_obj_subtype(object_subtype)
elif object_type == 'username':
return Username.correlation.is_valid_obj_subtype(object_subtype)
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elif object_subtype == None:
return True
else:
return False
def get_all_objects():
return ['domain', 'paste', 'pgp', 'cryptocurrency', 'decoded', 'screenshot', 'username']
def get_all_correlation_names():
'''
Return a list of all available correlations
'''
return ['pgp', 'cryptocurrency', 'decoded', 'screenshot', 'username']
def get_all_correlation_objects():
'''
Return a list of all correllated objects
'''
return ['domain', 'paste']
def exist_object(object_type, correlation_id, type_id=None): # => work on object level
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if object_type == 'domain':
return Domain.verify_if_domain_exist(correlation_id)
elif object_type == 'paste' or object_type == 'item':
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return Item.exist_item(correlation_id)
elif object_type == 'decoded':
return Decoded.exist_decoded(correlation_id)
elif object_type == 'pgp':
return Pgp.pgp.exist_correlation(type_id, correlation_id)
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elif object_type == 'cryptocurrency':
return Cryptocurrency.cryptocurrency.exist_correlation(type_id, correlation_id)
elif object_type == 'username':
return Username.correlation.exist_correlation(type_id, correlation_id)
elif object_type == 'screenshot' or object_type == 'image':
return Screenshot.exist_screenshot(correlation_id)
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else:
return False
# request_type => api or ui
def get_object_metadata(object_type, correlation_id, type_id=None):
if object_type == 'domain':
return Domain.Domain(correlation_id).get_domain_metadata(tags=True)
elif object_type == 'paste' or object_type == 'item':
return Item.get_item({"id": correlation_id, "date": True, "date_separator": True, "tags": True})[0]
elif object_type == 'decoded':
return Decoded.get_decoded_metadata(correlation_id, nb_seen=True, size=True, file_type=True, tag=True)
elif object_type == 'pgp':
return Pgp.pgp.get_metadata(type_id, correlation_id)
elif object_type == 'cryptocurrency':
return Cryptocurrency.cryptocurrency.get_metadata(type_id, correlation_id)
elif object_type == 'username':
return Username.correlation.get_metadata(type_id, correlation_id)
elif object_type == 'screenshot' or object_type == 'image':
return Screenshot.get_metadata(correlation_id)
def get_object_correlation(object_type, value, correlation_names=None, correlation_objects=None, requested_correl_type=None):
if object_type == 'domain':
return Domain.get_domain_all_correlation(value, correlation_names=correlation_names)
elif object_type == 'paste' or object_type == 'item':
return Item.get_item_all_correlation(value, correlation_names=correlation_names)
elif object_type == 'decoded':
return Decoded.get_decoded_correlated_object(value, correlation_objects=correlation_objects)
elif object_type == 'pgp':
return Pgp.pgp.get_correlation_all_object(requested_correl_type, value, correlation_objects=correlation_objects)
elif object_type == 'cryptocurrency':
return Cryptocurrency.cryptocurrency.get_correlation_all_object(requested_correl_type, value, correlation_objects=correlation_objects)
elif object_type == 'username':
return Username.correlation.get_correlation_all_object(requested_correl_type, value, correlation_objects=correlation_objects)
elif object_type == 'screenshot' or object_type == 'image':
return Screenshot.get_screenshot_correlated_object(value, correlation_objects=correlation_objects)
return {}
def get_correlation_node_icon(correlation_name, correlation_type=None, value=None):
'''
Used in UI Graph.
Return a font awesome icon for a given correlation_name.
:param correlation_name: correlation name
:param correlation_name: str
:param correlation_type: correlation type
:type correlation_type: str, optional
:return: a dictionnary {font awesome class, icon_code}
:rtype: dict
'''
icon_class = 'fas'
icon_text = ''
node_color = "#332288"
node_radius = 6
if correlation_name == "pgp":
node_color = '#44AA99'
if correlation_type == 'key':
icon_text = '\uf084'
elif correlation_type == 'name':
icon_text = '\uf507'
elif correlation_type == 'mail':
icon_text = '\uf1fa'
else:
icon_text = 'times'
elif correlation_name == 'cryptocurrency':
node_color = '#DDCC77'
if correlation_type == 'bitcoin':
icon_class = 'fab'
icon_text = '\uf15a'
elif correlation_type == 'monero':
icon_class = 'fab'
icon_text = '\uf3d0'
elif correlation_type == 'ethereum':
icon_class = 'fab'
icon_text = '\uf42e'
else:
icon_text = '\uf51e'
elif correlation_name == 'username':
node_color = '#4dffff'
if correlation_type == 'telegram':
icon_class = 'fab'
icon_text = '\uf2c6'
elif correlation_type == 'twitter':
icon_class = 'fab'
icon_text = '\uf099'
else:
icon_text = '\uf007'
elif correlation_name == 'decoded':
node_color = '#88CCEE'
correlation_type = Decoded.get_decoded_item_type(value).split('/')[0]
if correlation_type == 'application':
icon_text = '\uf15b'
elif correlation_type == 'audio':
icon_text = '\uf1c7'
elif correlation_type == 'image':
icon_text = '\uf1c5'
elif correlation_type == 'text':
icon_text = '\uf15c'
else:
icon_text = '\uf249'
elif correlation_name == 'screenshot' or correlation_name == 'image':
node_color = '#E1F5DF'
icon_text = '\uf03e'
elif correlation_name == 'domain':
node_radius = 5
node_color = '#3DA760'
if Domain.get_domain_type(value) == 'onion':
icon_text = '\uf06e'
else:
icon_class = 'fab'
icon_text = '\uf13b'
elif correlation_name == 'paste':
node_radius = 5
if Item.is_crawled(value):
node_color = 'red'
else:
node_color = '#332288'
return {"icon_class": icon_class, "icon_text": icon_text, "node_color": node_color, "node_radius": node_radius}
# flask_context: if this function is used with a Flask app context
def get_item_url(correlation_name, value, correlation_type=None, flask_context=True):
'''
Warning: use only in flask
'''
url = '#'
if correlation_name == "pgp":
if flask_context:
endpoint = 'correlation.show_correlation'
url = url_for(endpoint, object_type="pgp", type_id=correlation_type, correlation_id=value)
else:
url = f'{baseurl}/correlation/show_correlation?object_type={correlation_name}&type_id={correlation_type}&correlation_id={value}'
elif correlation_name == 'cryptocurrency':
if flask_context:
endpoint = 'correlation.show_correlation'
url = url_for(endpoint, object_type="cryptocurrency", type_id=correlation_type, correlation_id=value)
else:
url = f'{baseurl}/correlation/show_correlation?object_type={correlation_name}&type_id={correlation_type}&correlation_id={value}'
elif correlation_name == 'username':
if flask_context:
endpoint = 'correlation.show_correlation'
url = url_for(endpoint, object_type="username", type_id=correlation_type, correlation_id=value)
else:
url = f'{baseurl}/correlation/show_correlation?object_type={correlation_name}&type_id={correlation_type}&correlation_id={value}'
elif correlation_name == 'decoded':
if flask_context:
endpoint = 'correlation.show_correlation'
url = url_for(endpoint, object_type="decoded", correlation_id=value)
else:
url = f'{baseurl}/correlation/show_correlation?object_type={correlation_name}&correlation_id={value}'
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elif correlation_name == 'screenshot' or correlation_name == 'image': ### # TODO: rename me
if flask_context:
endpoint = 'correlation.show_correlation'
url = url_for(endpoint, object_type="screenshot", correlation_id=value)
else:
url = f'{baseurl}/correlation/show_correlation?object_type={correlation_name}&correlation_id={value}'
elif correlation_name == 'domain':
if flask_context:
endpoint = 'crawler_splash.showDomain'
url = url_for(endpoint, domain=value)
else:
url = f'{baseurl}/crawlers/showDomain?domain={value}'
elif correlation_name == 'item' or correlation_name == 'paste': ### # TODO: remove paste
if flask_context:
endpoint = 'objects_item.showItem'
url = url_for(endpoint, id=value)
else:
url = f'{baseurl}/object/item?id={value}'
#print(url)
return url
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def get_obj_tag_table_keys(object_type):
'''
Warning: use only in flask (dynamic templates)
'''
if object_type=="domain":
return ['id', 'first_seen', 'last_check', 'status'] # # TODO: add root screenshot
def create_obj_relationship(obj1_type, obj1_id, obj2_type, obj2_id, obj1_subtype=None, obj2_subtype=None):
if obj1_type == 'domain':
pass
elif obj1_type == 'item':
pass # son/father + duplicate + domain
elif obj1_type == 'pgp':
Pgp.pgp.save_obj_relationship(obj1_subtype, obj1_id, obj2_type, obj2_id)
elif obj1_type == 'cryptocurrency':
Cryptocurrency.cryptocurrency.save_obj_relationship(obj1_subtype, obj1_type, obj2_type, obj2_id)
elif obj1_type == 'decoded':
Decoded.save_obj_relationship(obj1_id, obj2_type, obj2_id)
elif obj1_type == 'image':
Screenshot.save_obj_relationship(obj1_id, obj2_type, obj2_id)
def delete_obj_relationship(obj1_type, obj1_id, obj2_type, obj2_id, obj1_subtype=None, obj2_subtype=None):
if obj1_type == 'domain':
pass
elif obj1_type == 'item':
pass # son/father + duplicate + domain
elif obj1_type == 'pgp':
Pgp.pgp.delete_obj_relationship(obj1_subtype, obj1_id, obj2_type, obj2_id)
elif obj1_type == 'cryptocurrency':
Cryptocurrency.cryptocurrency.delete_obj_relationship(obj1_subtype, obj1_type, obj2_type, obj2_id)
elif obj1_type == 'decoded':
Decoded.delete_obj_relationship(obj1_id, obj2_type, obj2_id)
elif obj1_type == 'image':
Screenshot.delete_obj_relationship(obj1_id, obj2_type, obj2_id)
def create_graph_links(links_set):
graph_links_list = []
for link in links_set:
graph_links_list.append({"source": link[0], "target": link[1]})
return graph_links_list
def create_graph_nodes(nodes_set, root_node_id, flask_context=True):
graph_nodes_list = []
for node_id in nodes_set:
correlation_name, correlation_type, value = node_id.split(';', 3)
dict_node = {"id": node_id}
dict_node['style'] = get_correlation_node_icon(correlation_name, correlation_type, value)
dict_node['text'] = value
if node_id == root_node_id:
dict_node["style"]["node_color"] = 'orange'
dict_node["style"]["node_radius"] = 7
dict_node['url'] = get_item_url(correlation_name, value, correlation_type, flask_context=flask_context)
graph_nodes_list.append(dict_node)
return graph_nodes_list
def create_node_id(correlation_name, value, correlation_type=''):
if correlation_type is None:
correlation_type = ''
return '{};{};{}'.format(correlation_name, correlation_type, value)
# # TODO: filter by correlation type => bitcoin, mail, ...
def get_graph_node_object_correlation(object_type, root_value, mode, correlation_names, correlation_objects, max_nodes=300, requested_correl_type=None, flask_context=True):
links = set()
nodes = set()
root_node_id = create_node_id(object_type, root_value, requested_correl_type)
nodes.add(root_node_id)
root_correlation = get_object_correlation(object_type, root_value, correlation_names, correlation_objects, requested_correl_type=requested_correl_type)
for correl in root_correlation:
if correl in ('pgp', 'cryptocurrency', 'username'):
for correl_type in root_correlation[correl]:
for correl_val in root_correlation[correl][correl_type]:
# add correlation
correl_node_id = create_node_id(correl, correl_val, correl_type)
if mode=="union":
if len(nodes) > max_nodes:
break
nodes.add(correl_node_id)
links.add((root_node_id, correl_node_id))
# get second correlation
res = get_object_correlation(correl, correl_val, correlation_names, correlation_objects, requested_correl_type=correl_type)
if res:
for corr_obj in res:
for correl_key_val in res[corr_obj]:
#filter root value
if correl_key_val == root_value:
continue
if len(nodes) > max_nodes:
break
new_corel_1 = create_node_id(corr_obj, correl_key_val)
new_corel_2 = create_node_id(correl, correl_val, correl_type)
nodes.add(new_corel_1)
nodes.add(new_corel_2)
links.add((new_corel_1, new_corel_2))
if mode=="inter":
nodes.add(correl_node_id)
links.add((root_node_id, correl_node_id))
if correl in ('decoded', 'screenshot', 'domain', 'paste'):
for correl_val in root_correlation[correl]:
correl_node_id = create_node_id(correl, correl_val)
if mode=="union":
if len(nodes) > max_nodes:
break
nodes.add(correl_node_id)
links.add((root_node_id, correl_node_id))
res = get_object_correlation(correl, correl_val, correlation_names, correlation_objects)
if res:
for corr_obj in res:
if corr_obj in ('decoded', 'domain', 'paste', 'screenshot'):
for correl_key_val in res[corr_obj]:
#filter root value
if correl_key_val == root_value:
continue
if len(nodes) > max_nodes:
break
new_corel_1 = create_node_id(corr_obj, correl_key_val)
new_corel_2 = create_node_id(correl, correl_val)
nodes.add(new_corel_1)
nodes.add(new_corel_2)
links.add((new_corel_1, new_corel_2))
if mode=="inter":
nodes.add(correl_node_id)
links.add((root_node_id, correl_node_id))
if corr_obj in ('pgp', 'cryptocurrency', 'username'):
for correl_key_type in res[corr_obj]:
for correl_key_val in res[corr_obj][correl_key_type]:
#filter root value
if correl_key_val == root_value:
continue
if len(nodes) > max_nodes:
break
new_corel_1 = create_node_id(corr_obj, correl_key_val, correl_key_type)
new_corel_2 = create_node_id(correl, correl_val)
nodes.add(new_corel_1)
nodes.add(new_corel_2)
links.add((new_corel_1, new_corel_2))
if mode=="inter":
nodes.add(correl_node_id)
links.add((root_node_id, correl_node_id))
return {"nodes": create_graph_nodes(nodes, root_node_id, flask_context=flask_context), "links": create_graph_links(links)}
def get_obj_global_id(obj_type, obj_id, obj_sub_type=None):
if obj_sub_type:
return '{}:{}:{}'.format(obj_type, obj_sub_type, obj_id)
else:
# # TODO: remove me
if obj_type=='paste':
obj_type='item'
# # TODO: remove me
if obj_type=='screenshot':
obj_type='image'
return '{}:{}'.format(obj_type, obj_id)
def get_global_id_from_id(global_id):
obj_meta = {}
global_id = global_id.split(':', 3)
if len(global_id) > 2:
obj_meta['type'] = global_id[0]
obj_meta['subtype'] = global_id[1]
obj_meta['id'] = global_id[2]
else:
obj_meta['type'] = global_id[0]
obj_meta['subtype'] = None
obj_meta['id'] = global_id[1]
return obj_meta
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# used by UI
def get_obj_str_type_subtype(obj_type, obj_subtype):
if obj_subtype:
return '{};{}'.format(obj_type, obj_subtype)
else:
return obj_type
def sanitise_correlation_names(correlation_names):
'''
correlation_names ex = 'pgp,crypto'
'''
all_correlation_names = get_all_correlation_names()
if correlation_names is None:
return all_correlation_names
else:
l_correlation_names = []
for correl in correlation_names.split(','):
if correl in all_correlation_names:
l_correlation_names.append(correl)
if l_correlation_names:
return l_correlation_names
else:
return all_correlation_names
def sanitise_correlation_objects(correlation_objects):
'''
correlation_objects ex = 'domain,paste'
'''
all_correlation_objects = get_all_correlation_objects()
if correlation_objects is None:
return all_correlation_objects
else:
l_correlation_objects = []
for correl in correlation_objects.split(','):
if correl in all_correlation_objects:
l_correlation_objects.append(correl)
if l_correlation_objects:
return l_correlation_objects
else:
return all_correlation_objects
######## API EXPOSED ########
def api_check_correlation_objects(l_object):
for object in l_object:
if not check_correlation_object(object):
return ({"error": f"Invalid Object: {object}"}, 400)
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def sanitize_object_type(object_type):
if not is_valid_object_type(object_type):
return ({'status': 'error', 'reason': 'Incorrect object_type'}, 400)
######## ########