Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Jupyter for Data Science

You're reading from   Jupyter for Data Science Exploratory analysis, statistical modeling, machine learning, and data visualization with Jupyter

Arrow left icon
Product type Paperback
Published in Oct 2017
Publisher Packt
ISBN-13 9781785880070
Length 242 pages
Edition 1st Edition
Languages
Tools
Arrow right icon
Author (1):
Arrow left icon
Dan Toomey Dan Toomey
Author Profile Icon Dan Toomey
Dan Toomey
Arrow right icon
View More author details
Toc

Table of Contents (11) Chapters Close

Preface 1. Jupyter and Data Science FREE CHAPTER 2. Working with Analytical Data on Jupyter 3. Data Visualization and Prediction 4. Data Mining and SQL Queries 5. R with Jupyter 6. Data Wrangling 7. Jupyter Dashboards 8. Statistical Modeling 9. Machine Learning Using Jupyter 10. Optimizing Jupyter Notebooks

Securing a notebook


Securing a notebook can be accomplished by several methods such as:

  • Manage authorization
  • Securing notebook content

Managing notebook authorization

A notebook can be secured to use username/password authorization. Authorization is on by default in your notebook. Under Jupyter it is token/password instead of username/password as a token is more open to interpretation. See Jupyter documentation on implementing authorization as this has changed slightly over time.

Securing notebook content

A notebook has possible security issues with several parts of standard content that are secured automatically by Jupyter:

  • Untrusted HTML is sanitized
  • Untrusted JavaScript is not executed
  • HTML and JavaScript in markdown cells is not trusted
  • Notebook output is not trusted
  • Other HTML or JavaScript in the notebook is not trusted

Where trust comes down to the question: Did the user do this or did the Jupyter script? Untrusted means it will not be generated.

Sanitized code is wrapped to force the values to...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €18.99/month. Cancel anytime