Thread Rating:
  • 0 Vote(s) - 0 Average
  • 1
  • 2
  • 3
  • 4
  • 5
Share Post: Reddit Facebook
Giveaway Machine Learning for Cybersecurity Cookbook (eBook)
#1
[Image: uUixecQ.png]

Organizations today face a major threat in terms of cybersecurity, from malicious URLs to credential reuse, and having robust security systems can make all the difference.

With this book, you'll learn how to use Python libraries such as TensorFlow and scikit-learn to implement the latest artificial intelligence (AI) techniques and handle challenges faced by cybersecurity researchers.

You'll begin by exploring various machine learning (ML) techniques and tips for setting up a secure lab environment. Next, you'll implement key ML algorithms such as clustering, gradient boosting, random forest, and XGBoost. The book will guide you through constructing classifiers and features for malware, which you'll train and test on real samples. As you progress, you'll build self-learning, reliant systems to handle cybersecurity tasks such as identifying malicious URLs, spam email detection, intrusion detection, network protection, and tracking user and process behavior. Later, you'll apply generative adversarial networks (GANs) and autoencoders to advanced security tasks. Finally, you'll delve into secure and private AI to protect the privacy rights of consumers using your ML models.

By the end of this book, you'll have the skills you need to tackle real-world problems faced in the cybersecurity domain using a recipe-based approach.

(Expires 4/14/2021)

GP:
https://bitsdujour.tradepub.com/free/w_p...gm.cgi?a=1
Reply


Possibly Related Threads…
Thread Author Replies Views Last Post
  Giveaway Python Deep Learning - Third Edition (eBook) ahmed 0 479 02-29-2024 , 02:06 PM
Last Post: ahmed
  Giveaway The Personal Finance Cookbook (eBook) ahmed 0 535 02-22-2024 , 07:15 AM
Last Post: ahmed
  Giveaway Machine Learning Engineering with Python - Second Edition (eBook) ahmed 1 559 01-18-2024 , 04:32 PM
Last Post: tarekma7
  Giveaway Python Machine Learning eBook tarekma7 0 308 10-30-2023 , 10:27 AM
Last Post: tarekma7
  10 Machine Learning Blueprints You Should Know for Cybersecurity Igoreha 0 450 09-16-2023 , 08:19 AM
Last Post: Igoreha

Forum Jump:


Users browsing this thread: 1 Guest(s)