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fixed naming of initial 0days parser

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loki1001 11 months ago
parent
e39dd18090
commit
c42d89662f
1 changed files with 143 additions and 151 deletions
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      MarketPlaces/ZeroDay/parser.py

+ 143
- 151
MarketPlaces/ZeroDay/parser.py View File

@ -5,6 +5,7 @@ from MarketPlaces.Utilities.utilities import *
# Here, we are importing BeautifulSoup to search through the HTML tree
from bs4 import BeautifulSoup
import re
# parses description pages, so takes html pages of description pages using soup object, and parses it for info it needs
@ -14,79 +15,43 @@ from bs4 import BeautifulSoup
def zeroday_description_parser(soup):
# Fields to be parsed
vendor = "-1" # 0 *Vendor_Name
success = "-1" # 1 Vendor_Successful_Transactions
rating_vendor = "-1" # 2 Vendor_Rating
name = "-1" # 3 *Product_Name
describe = "-1" # 4 Product_Description
CVE = "-1" # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures)
MS = "-1" # 6 Product_MS_Classification (Microsoft Security)
category = "-1" # 7 Product_Category
views = "-1" # 8 Product_Number_Of_Views
reviews = "-1" # 9 Product_Number_Of_Reviews
rating_item = "-1" # 10 Product_Rating
addDate = "-1" # 11 Product_AddedDate
BTC = "-1" # 12 Product_BTC_SellingPrice
USD = "-1" # 13 Product_USD_SellingPrice
EURO = "-1" # 14 Product_EURO_SellingPrice
sold = "-1" # 15 Product_QuantitySold
left = "-1" # 16 Product_QuantityLeft
shipFrom = "-1" # 17 Product_ShippedFrom
shipTo = "-1" # 18 Product_ShippedTo
image = "-1" # 19 Product_Image
vendor_image = "-1" # 20 Vendor_Image
vendor = "-1" # 0 *Vendor_Name y
success = "-1" # 1 Vendor_Successful_Transactions n
rating_vendor = "-1" # 2 Vendor_Rating y
name = "-1" # 3 *Product_Name y
describe = "-1" # 4 Product_Description y
CVE = "-1" # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures)
MS = "-1" # 6 Product_MS_Classification (Microsoft Security)
category = "-1" # 7 Product_Category y
views = "-1" # 8 Product_Number_Of_Views y
reviews = "-1" # 9 Product_Number_Of_Reviews n
rating_item = "-1" # 10 Product_Rating n
addDate = "-1" # 11 Product_AddedDate y
BTC = "-1" # 12 Product_BTC_SellingPrice y
USD = "-1" # 13 Product_USD_SellingPrice y
EURO = "-1" # 14 Product_EURO_SellingPrice n
sold = "-1" # 15 Product_QuantitySold n
left = "-1" # 16 Product_QuantityLeft n
shipFrom = "-1" # 17 Product_ShippedFrom n
shipTo = "-1" # 18 Product_ShippedTo n
image = "-1" # 19 Product_Image n
vendor_image = "-1" # 20 Vendor_Image n
# Finding Product Name
divmb = soup.find('div', {'class': "col-md-12 my-2"})
# Finding Vendor
div_vendor = soup.find('div', {'class': "exploit_view_table_user_content"})
vendor = div_vendor.find('a').text.strip()
# Finding Vendor Rating (bug in their system shows standard rating)
div_rating = div_vendor.find_next_sibling('div')
rating_vendor = div_rating.find_all('div', {'class': "td"})[1].text
name = divmb.find('span', {'class': "btn btn-sm btn-outline-dark w-100 active rounded-0"}).text
name = name.replace('\n', ' ')
name = name.replace(",", "")
# Finding Product Name
div_name = soup.find('div', {'class': "exploit_title"})
name = div_name.find('h1', {'class': "YellowText"}).text
name = name.strip()
box = soup.find('div', {'class': "col-md-7"}).find('span')
box = box.findAll('span', {'class': "btn btn-mgray btn-sm w-100 active border-danger"})
# Finding Vendor
vendor = soup.find('a', {'class': "btn btn-sm btn-mgray my-1 w-100 text-white"}).get('href')
vendor = vendor.split('otherParty=')[-1]
vendor = cleanString(vendor).strip()
# Finding Vendor Rating
temp = box[1]
rating_vendor = len(temp.findAll('i', {"class": "fas fa-star"}))
half_stars = len(temp.findAll('i', {'class': "fas fa-star-half-alt"}))
if half_stars > 0:
rating_vendor += 0.5
# Finding Successful Transactions
success = box[2].text
success = cleanNumbers(success).strip()
box2 = soup.find('div', {"class": "col-md-4 text-center"}).find('span', {"class": "text-left"}).findAll('span')
# Finding USD
USD = box2[0].text
USD = USD.replace('\n', '')
USD = USD.replace('$', '')
USD = USD.strip()
# Finding Vendor Image
vendor_image = soup.find('img', {"class": 'img-fluid'}).get('src')
vendor_image = vendor_image.split('base64,')[-1]
# Finding the Product description
temp = soup.find('div', {"class": 'row-md-12'}).find('div', {"class": 'col-md-4'})
cardbody = temp.find('textarea', {"class": 'disabled form-control form-control-sm w-100 bg-mgray text-white rounded-0 border-danger'})
describe = cleanString(cardbody.text).strip()
# Finding Product Image
image = soup.find('div', {"class": 'row-md-12'}).find('div', {"class": 'col-md-4 text-center'}).find('img')
if image is not None:
image = image.get('src')
image = image.split('base64,')[-1]
else:
image = "-1"
# Finding Product description
describe = soup.find('meta', attrs={'name': "description"}).get("content")
# Searching for CVE and MS categories
cve = soup.findAll(text=re.compile('CVE-\d{4}-\d{4}'))
@ -106,6 +71,31 @@ def zeroday_description_parser(soup):
MS = MS.replace(',', ' ')
MS = MS.replace('\n', '')
# Finding category
div_category = soup.find('div', {'class': "td"}, text="Category").find_next_sibling('div', {'class': "td"})
category = div_category.text.strip()
# Finding views
div_views = soup.find('div', {'class': "td"}, text="Views").find_next_sibling('div', {'class': "td"})
views = div_views.text.replace(' ', '').strip()
# Finding added date
div_date = soup.find('div', {'class': 'td'}, text='Date add').find_next_sibling('div', {'class': "td"})
addDate = div_date.text.strip()
# Finding BTC and USD/GOLD
div_price = soup.find('div', {'class': "td"}, text="Price")
price = div_price.find_next_sibling('div', {'class': "td"}).text.strip()
if "free" in price.lower():
BTC = 0
USD = 0
else:
price = ''.join(price.split())
index = price.index('BTC')
BTC = price[:index]
USD = price[index + 3:].replace('USD', '')
# Populating the final variable (this should be a list with all fields scraped)
row = (vendor, rating_vendor, success, name, describe, CVE, MS, category, views, reviews, rating_item, addDate,
BTC, USD, EURO, sold, left, shipFrom, shipTo, image, vendor_image)
@ -119,88 +109,53 @@ def zeroday_description_parser(soup):
# @param: soup object looking at html page of listing page
# return: 'row' that contains a variety of lists that each hold info on the listing page
def zeroday_listing_parser(soup):
# Fields to be parsed
nm = 0 # *Total_Products (Should be Integer)
mktName = "Ares" # 0 *Marketplace_Name
vendor = [] # 1 *Vendor y
rating_vendor = [] # 2 Vendor_Rating
success = [] # 3 Vendor_Successful_Transactions
name = [] # 4 *Product_Name y
CVE = [] # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) dont worry about this
MS = [] # 6 Product_MS_Classification (Microsoft Security) dont worry about this
category = [] # 7 Product_Category y
describe = [] # 8 Product_Description
views = [] # 9 Product_Number_Of_Views
reviews = [] # 10 Product_Number_Of_Reviews
rating_item = [] # 11 Product_Rating
addDate = [] # 12 Product_AddDate
BTC = [] # 13 Product_BTC_SellingPrice
USD = [] # 14 Product_USD_SellingPrice y
EURO = [] # 15 Product_EURO_SellingPrice
sold = [] # 16 Product_QuantitySold
qLeft = [] # 17 Product_QuantityLeft
shipFrom = [] # 18 Product_ShippedFrom
shipTo = [] # 19 Product_ShippedTo
image = [] # 20 Product_Image
image_vendor = [] # 21 Vendor_Image
href = [] # 22 Product_Links
cat = soup.find('span', {"class": "btn btn-sm btn-outline-dark w-100 active"}).text
cat = cleanString(cat).strip()
listing = soup.find('div', {"class": 'card-body text-black text-left bg-dark'}).findAll('div', {"class": 'card mb-4 border-danger rounded-0'})
mktName = "0Days" # 0 *Marketplace_Name y
vendor = [] # 1 *Vendor y
rating_vendor = [] # 2 Vendor_Rating y
success = [] # 3 Vendor_Successful_Transactions n
name = [] # 4 *Product_Name y
CVE = [] # 5 Product_CVE_Classification (Common Vulnerabilities and Exposures) dont worry about this
MS = [] # 6 Product_MS_Classification (Microsoft Security) dont worry about this
category = [] # 7 Product_Category y
describe = [] # 8 Product_Description n
views = [] # 9 Product_Number_Of_Views y
reviews = [] # 10 Product_Number_Of_Reviews n
rating_item = [] # 11 Product_Rating n
addDate = [] # 12 Product_AddDate y
BTC = [] # 13 Product_BTC_SellingPrice y
USD = [] # 14 Product_USD_SellingPrice y
EURO = [] # 15 Product_EURO_SellingPrice n
sold = [] # 16 Product_QuantitySold n
qLeft = [] # 17 Product_QuantityLeft n
shipFrom = [] # 18 Product_ShippedFrom n
shipTo = [] # 19 Product_ShippedTo n
image = [] # 20 Product_Image n
image_vendor = [] # 21 Vendor_Image n
href = [] # 22 Product_Links y
listings = soup.findAll('div', {"class": "ExploitTableContent"})
# Populating the Number of Products
nm = len(listing)
nm = len(listings)
for a in listing:
category.append(cat)
# Adding the url to the list of urls
link = a.find('a', {'class': "badge badge-danger w-100 text-white"}).get('href')
link = cleanLink(link)
href.append(link)
# Finding the Product name
product = a.find('div', {"class": 'marquee-parent'}).find('div', {"class": "marquee-child"}).text
product = product.replace('\n', ' ')
product = product.replace(",", "")
product = product.replace("...", "")
product = product.strip()
name.append(product)
# Finding Product Image
product_image = a.find('img')
product_image = product_image.get('src')
product_image = product_image.split('base64,')[-1]
image.append(product_image)
# Finding Prices
price = a.findAll('a', {"class": "text-white"})[-1].text
price = price.replace("$","")
price = price.strip()
USD.append(price)
# Finding Item Rating
temp = a.find('small', {"class": "text-white"})
rating = len(temp.findAll('i', {"class": "fas fa-star"}))
half_stars = len(temp.findAll('i', {'class': "fas fa-star-half-alt"}))
if half_stars > 0:
rating += 0.5
rating_item.append(str(rating))
# Finding the Vendor
vendor_name = a.find('a', {"class": 'badge badge-dark w-100 text-white my-1'}).text
vendor_name = vendor_name.replace(",", "")
vendor_name = vendor_name.strip()
for listing in listings:
# Finding the vendor name
vendor_name = listing.find('a', href=lambda href: href and '/author/' in href).text.strip()
vendor.append(vendor_name)
image_vendor.append("-1")
# Finding the vendor rating
vendor_level_div = listing.find('div', {'class': "tips_bl"})
vendor_level = vendor_level_div.find('div', {'class': "tips_value_big"}).text
rating_vendor.append(vendor_level)
# Finding the product name
product_name = listing.find('h3').text.strip()
name.append(product_name)
# Searching for CVE and MS categories
cve = a.findAll(text=re.compile('CVE-\d{4}-\d{4}'))
cve = listing.findAll(text=re.compile('CVE-\d{4}-\d{4}'))
if not cve:
cveValue = "-1"
else:
@ -213,7 +168,7 @@ def zeroday_listing_parser(soup):
cveValue = cee
CVE.append(cveValue)
ms = a.findAll(text=re.compile('MS\d{2}-\d{3}'))
ms = listing.findAll(text=re.compile('MS\d{2}-\d{3}'))
if not ms:
MSValue = "-1"
else:
@ -226,9 +181,48 @@ def zeroday_listing_parser(soup):
MSValue = me
MS.append(MSValue)
# Finding the category
category_text = listing.find_all('div', {'class': "td"})[2].text.strip()
category.append(category_text)
# Finding the hrefs
description_link = listing.find('h3').find('a')['href']
href.append(description_link)
# Finding the views
views_text = listing.find_all('div', {'class': "td"})[3].text.strip()
views.append(views_text)
# Finding the date added
date = listing.find('div', {'class': "td"}).find('a').text.strip()
addDate.append(date)
# Finding the BTC and USD/GOLD
btc_listing = listing.find('div', {"class": 'tips_price_btc'})
if btc_listing:
btc_price = btc_listing.text.strip().replace('Open this exploit for ', '').replace(' BTC', '')
crossed = btc_listing.find('span', {'class': "crossed"})
if crossed:
btc_price = crossed.next_sibling.strip().replace(' BTC', '')
else:
btc_price = 0
BTC.append(btc_price)
usd_listing = listing.find('div', {"class": 'tips_price_1'})
if usd_listing:
usd_price = usd_listing.text.strip().replace('Open this exploit for ', '').replace(' GOLD', '')
crossed = usd_listing.find('span', {'class': "crossed"})
if crossed:
usd_price = crossed.next_sibling.strip().replace(' GOLD', '')
usd_price = ''.join(usd_price.replace(' ', ''))
else:
usd_price = 0
USD.append(usd_price)
# Populate the final variable (this should be a list with all fields scraped)
return organizeProducts(mktName, nm, vendor, rating_vendor, success, name, CVE, MS, category, describe, views,
reviews, rating_item, addDate, BTC, USD, EURO, sold, qLeft, shipFrom, shipTo, href, image, image_vendor)
reviews, rating_item, addDate, BTC, USD, EURO, sold, qLeft, shipFrom, shipTo, href, image,
image_vendor)
# called by the crawler to get description links on a listing page
@ -238,13 +232,11 @@ def zeroday_links_parser(soup):
# Returning all links that should be visited by the Crawler
href = []
listing = soup.findAll('div', {"class": "col-md-4 my-md-0 my-2 col-12"})
for a in listing:
bae = a.findAll('a', href=True)
listings = soup.findAll('div', {"class": "ExploitTableContent"})
for listing in listings:
# Adding the url to the list of urls
link = bae[0].get('href')
href.append(link)
description_link = listing.find('h3').find('a')['href']
href.append(description_link)
return href
return href

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