Hacker’s Guide to Machine Learning Concepts
By Trilokesh Khatri
Length10h 38m
About this audiobook
Hacker’s Guide to Machine Learning Concepts is crafted for those eager to dive into the world of ethical hacking. This book demonstrates how ethical hacking can help companies identify and fix vulnerabilities efficiently. With the rise of data and the evolving IT industry, the scope of ethical hacking continues to expand.
We cover various hacking techniques, identifying weak points in programs, and how to address them. The book is accessible even to beginners, offering chapters on machine learning and programming in Python. Written in an easy-to-understand manner, it allows learners to practice hacking steps independently on Linux or Windows systems using tools like Netsparker.
This book equips you with fundamental and intermediate knowledge about hacking, making it an invaluable resource for learners.
Audiobook details
GenreTechnology, Science and Nature
Length10 hrs 38 mins
Narrated byListen with 1,000+ voices
FormateBook with Audio
Publish dateJan 3, 2025
LanguageEnglish
Table of contents
1Chapter 1. Ethical Hacking
21.1 Introduction
31.1.1 Ethical hacking
41.1.2 Types of Hacking
51.1.3 Advantages of Hacking
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61.1.4 Disadvantages of Hacking
71.2 Key – Concepts
81.2.1 Ethical Hacking: Legal or Illegal?
91.2.2 Necessary Skills
101.2.3 Programming Languages
111.2.4 Tools
121.3 How are they different from malicious
13hackers?
141.4 Skills and certifications required
151.5 Terminologies
161.6 Exercise: References
17Chapter 2. Exploiting Application-Based Vulnerabilities
182.1 Cross-Site Scripting
192.1.1 JavaScript in XSS
202.1.2 Working of Cross-site scripting
212.1.3 Types of Cross-site scripting attacks
222.1.4 How to Test Against XSS?
232.2.1 How does a SQL injection work?
242.3 LDAP Injection
252.3.1 What is LDAP injection?
262.3.3 How does LDAP injection work?
272.4 Cross-Site request forgery
282.4.1 Synchronizer Token Pattern
292.4.2 Defense through Techniques
302.5 Exercise : References
31Chapter 3. Exploiting Injection-Based Vulnerability
323.1 XML
333.1.1 XML Entities
343.1.2 Document Types
353.1.3 XML Custom Entities
363.1.4 What is XML external entity injection?
373.1.5 XXE injection
383.1.6 XML External Entity
393.1.7 What are the kinds of XXE attacks?
403.2 XML queries
413.3 OS commands injections
423.3.1 Executing arbitrary commands
433.3.2 Linux Basic Commands
443.3.3 Windows commands
453.4 No-SQL Injection
463.4.1 NoSQL Vulnerabilities
473.4.2 NoSQL Attack Vectors
483.4.3 JavaScript Object Notation Queries and Data Formats
493.4.4 PHP Tautology Injections
503.4.5 NoSQL Union Query Injection
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