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Machine Learning for Cybersecurity Cookbook
book

Machine Learning for Cybersecurity Cookbook

by Emmanuel Tsukerman
November 2019
Intermediate to advanced content levelIntermediate to advanced
346 pages
9h 36m
English
Packt Publishing
Content preview from Machine Learning for Cybersecurity Cookbook

How to do it...

In the following steps, we demonstrate how to use machine learning to create a spear phishing Twitter bot:

  1. Set up a developer account on Twitter.
  2. Create a new app and obtain your consumer API keys, access token, and access token secret.
  3. Import the tweepy library and fill in your credentials to access the Twitter API:
import jsonimport tweepyCONSUMER_API_KEY = "fill me in"CONSUMER_API_SECRET_KEY = "fill me in"ACCESS_TOKEN = "fill me in"ACCESS_TOKEN_SECRET = "fill me in"auth = tweepy.OAuthHandler(CONSUMER_API_KEY, CONSUMER_API_SECRET_KEY)auth.set_access_token(ACCESS_TOKEN, ACCESS_TOKEN_SECRET)api = tweepy.API(    auth, wait_on_rate_limit=True, wait_on_rate_limit_notify=True, compression=True)
  1. We select a user we would like to ...
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Publisher Resources

ISBN: 9781789614671Supplemental Content