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from selenium import webdriver
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from selenium.common.exceptions import NoSuchElementException
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from selenium.webdriver.firefox.firefox_profile import FirefoxProfile
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from selenium.webdriver.firefox.firefox_binary import FirefoxBinary
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from selenium.webdriver.firefox.service import Service
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import os
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from selenium.webdriver.support.ui import WebDriverWait
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from selenium.webdriver.support import expected_conditions as EC
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from selenium.webdriver.common.by import By
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from selenium.webdriver.firefox.options import Options
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from PIL import Image
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import codecs
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import time
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from datetime import date
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import urllib.parse as urlparse
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import os
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from bs4 import BeautifulSoup
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from MarketPlaces.DarkFox.parser import darkfox_links_parser
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file = open('../../path.txt', 'r')
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lines = file.readlines()
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# torexe = os.popen(lines[0].strip()) # path for tor.exe
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binary = FirefoxBinary(lines[0].strip()) # full path for firefox.exe
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# options = Options()
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profile = FirefoxProfile(lines[1].strip()) # full path for profile.default
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profile.set_preference('network.proxy.type', 1)
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profile.set_preference('network.proxy.socks', '127.0.0.1')
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profile.set_preference('network.proxy.socks_port', 9150)
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profile.set_preference("network.proxy.socks_remote_dns", True)
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profile.update_preferences()
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service = Service(lines[2].strip()) # full path for geckodriver.exe
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driver = webdriver.Firefox(firefox_binary=binary, firefox_profile=profile,
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service=service)
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# Manual captcha solver
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def captcha(driver):
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# wait for captcha page show up
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WebDriverWait(driver, 100).until(EC.visibility_of_element_located((By.XPATH, "/html/body/div/div/form/button[1]")))
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# save captcha to local
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driver.find_element(by=By.XPATH, value="/html/body/div/div/form/div[1]/div[1]").screenshot("captcha.png")
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# open method used to open different extension image file
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im = Image.open(r'C:\Users\CALSysLab\Documents\threatIntelligence-main\DarkWebMining_Working\MarketPlaces\DarkFox\captcha.png')
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# This method will show image in any image viewer
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im.show()
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# wait until input space show up
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inputBox = driver.find_element(by=By.XPATH, value="/html/body/div/div/form/div[1]/div[2]/input")
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# ask user input captha solution in terminal
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userIn = input("Enter solution: ")
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# send user solution into the input space
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inputBox.send_keys(userIn)
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# click the verify(submit) button
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driver.find_element(by=By.XPATH, value="/html/body/div/div/form/button[1]").click()
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# wait for listing page show up (This Xpath may need to change based on different seed url)
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WebDriverWait(driver, 100).until(EC.visibility_of_element_located(
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(By.XPATH, "/html/body/main/div/div/div[2]/div[1]/div[1]/form/div[1]/h1")))
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# Saves the crawled html page
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def savePage(page, url):
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filePath = getFullPathName(url)
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os.makedirs(os.path.dirname(filePath), exist_ok=True)
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open(filePath, 'wb').write(page)
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return
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# Gets the full path of the page to be saved along with its appropriate file name
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def getFullPathName(url):
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fileName = getNameFromURL(url)
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if isDescriptionLink(url):
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fullPath = r'C:\Users\CALSysLab\Documents\threatIntelligence-main\DarkWebMining_Working\MarketPlaces\DarkFox\HTML_Pages\\' + str(
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"%02d" % date.today().month) + str("%02d" % date.today().day) + str(
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"%04d" % date.today().year) + r'\\' + r'Description\\' + fileName + '.html'
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else:
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fullPath = r'C:\Users\CALSysLab\Documents\threatIntelligence-main\DarkWebMining_Working\MarketPlaces\DarkFox\HTML_Pages\\' + str(
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"%02d" % date.today().month) + str("%02d" % date.today().day) + str(
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"%04d" % date.today().year) + r'\\' + r'Listing\\' + fileName + '.html'
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return fullPath
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# Creates the name of the file based on URL
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def getNameFromURL(url):
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global counter
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name = ''.join(e for e in url if e.isalnum())
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if (name == ''):
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name = str(counter)
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counter = counter + 1
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return name
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def getInterestedLinks():
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links = []
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# Guides and Tutorials
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links.append('http://57d5j6bbwlpxbxe5tsjjy3vziktv3fo2o5j3nheo4gpg6lzpsimzqzid.onion/category/30739153-1fcd-45cd-b919-072b439c6e06')
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# Digital Products
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links.append('http://57d5j6bbwlpxbxe5tsjjy3vziktv3fo2o5j3nheo4gpg6lzpsimzqzid.onion/category/0e384d5f-26ef-4561-b5a3-ff76a88ab781')
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# Software and Malware
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links.append('http://57d5j6bbwlpxbxe5tsjjy3vziktv3fo2o5j3nheo4gpg6lzpsimzqzid.onion/category/6b71210f-f1f9-4aa3-8f89-bd9ee28f7afc')
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# Services
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links.append('http://57d5j6bbwlpxbxe5tsjjy3vziktv3fo2o5j3nheo4gpg6lzpsimzqzid.onion/category/b9dc5846-5024-421e-92e6-09ba96a03280')
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# Miscellaneous
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links.append('http://57d5j6bbwlpxbxe5tsjjy3vziktv3fo2o5j3nheo4gpg6lzpsimzqzid.onion/category/fd1c989b-1a74-4dc0-92b0-67d8c1c487cb')
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# Hosting and Security
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links.append('http://57d5j6bbwlpxbxe5tsjjy3vziktv3fo2o5j3nheo4gpg6lzpsimzqzid.onion/category/5233fd6a-72e6-466d-b108-5cc61091cd14')
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return links
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def isDescriptionLink(url):
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if 'product' in url:
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return True
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return False
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def isListingLink(url):
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if 'category' in url:
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return True
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return False
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def productPages(html):
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soup = BeautifulSoup(html, "html.parser")
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return darkfox_links_parser(soup)
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def isSignOut(url):
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#absURL = urlparse.urljoin(url.base_url, url.url)
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if 'signout' in url.lower() or 'logout' in url.lower():
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return True
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return False
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# dark fox seed url
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baseurl = 'http://57d5j6bbwlpxbxe5tsjjy3vziktv3fo2o5j3nheo4gpg6lzpsimzqzid.onion'
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driver.get(baseurl)
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captcha(driver)
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# visited = set()
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# visited.add(br.geturl())
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linksToCrawl = getInterestedLinks()
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initialTime = time.time()
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i = 0
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while i < len(linksToCrawl):
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link = linksToCrawl[i]
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print('Crawling :', link)
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try:
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driver.get(link)
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html = driver.page_source.encode('utf-8', link)
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savePage(html, link)
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'''
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has_next_page = True
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while has_next_page:
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j = 0
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list = productPages(html)
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for item in list:
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if j == 1:
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break
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itemURL = str(item)
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driver.get(itemURL)
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savePage(driver.page_source.encode('utf-8'), item)
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driver.back()
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j += 1
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try:
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link = driver.find_element(by=By.XPATH, value=
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'/html/body/main/div/div[2]/div/div[2]/div/div/div/nav/a[2]').get_attribute('href')
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driver.get(link)
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html = driver.page_source.encode('utf-8', link)
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savePage(html, link)
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except NoSuchElementException:
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has_next_page = False
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'''
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except Exception as e:
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print(link, e.message)
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i += 1
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# finalTime = time.time()
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# print finalTime - initialTime
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input("Crawling DarkFox marketplace done sucessfully. Press ENTER to continue\n")
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