Cybersecurity & Ethical Hacking with GenAI: Zero to Pro

سرفصل های دوره

Cybersecurity and Ethical Hacking with GenAI and Python: A Complete Guide to Hacking, Defense, and AI Security Tools

1 - Introduction to Cybersecurity

1 -Understanding Cybersecurity Basics

2 -Introduction to IT Security Key Concepts

3 -Cybersecurity Terminology and Concepts

4 -Cyber Security Ecosystem

2 - Protecting Against Hackers

1 -Network Security Fundamentals

2 -Security Wireless Networks

3 -Virtual Private Networks(VPNs)

4 -Network Segmentation and Micro-segmentation

5 -Securing Remote Access

3 - Preventing Hacking Attempts

1 -Password Policies and Management

2 -Securing Endpoints and Devices

3 -Application Whitelisting and Blacklisting

4 -Web Security Essentials

5 -Phishing Defense Strategies

4 - IT Security & INFOSEC

1 -Information Security (INFOSEC) Principles

2 -Data Encryption and Cryptography

3 -Secure Data Storage

3 -encryptDecryptPython.zip

4 -Data Loss Prevention(DLP)

5 - Cybersecurity Defense Strategies

1 -Building a cybersecurity defense plan

2 -Continuous Monitoring and Threat Detection

3 -Defense in Depth Layered Security for Enhanced Protection

4 -Zero Trust Security Model

6 - Cybersecurity with Splunk A Practical Guide

1 -Introduction to Splunk for Cybersecurity

2 -Download and Install Splunk Enterprise

3 -Key Features and Capabilities of Splunk

4 -Guide to uploading Sample data into a Test Splunk index

5 -Basics of SPL Syntax and Commands

6 -Advanced Statistical function in SPL

6 -web logs.csv

7 -Mastering Complex Queries with SPL

8 -Data Source Files.zip

8 -Understanding Different Types of Data Sources

7 - Anonymous Browsing and Privacy Protection

1 -Disabling WebRTC For Enhanced Privacy

8 - Introduction to Cybersecurity Defense with Generative AI

1 -Introduction to GENAI in Cybersecurity

2 -The Role of AI in Cyber Defense

3 -Building a Strong Cybersecurity Posture

4 -Enhancing Endpoint Security Using AI

9 - Cybersecurity with OpenAI

1 -Comprehensive set up and configure OPENAI API for cybersecurity Tasks

1 -setup with python and OpenAI.zip

2 -OpenAI API For Firewall Intrusion Detection

2 -firewalldetection.zip

10 - Python Steps for Cybersecurity A Comprehensive Guide

1 -Introduction of Python

2 -Python Programming 101 Master the Basics

3 -Python Intermediate Mastery Building on the Basics

3 -pythonadvance.zip

11 - Threat Detection and Response with GenAI

1 -Introduction to Cybersecurity threat detection and response

2 -Threat detection and response with GenAI

3 -Create behavioral analysis rules to detect insider threats using AI-based Models

3 -files.zip

4 -AI Powered Insider Threat Detection

4 -files.zip

12 - Networking Basics

1 -Network Fundamentals

2 -Network Devices

3 -Network Topologies

4 -Wireless Networks Basic

5 -Integrating Network Devices, Topologies and Recap

13 - Ethical Hacking The Beginners Guide

1 -Install VirtualBox and Kali Linux

2 -Overview of Ethical Hacking

3 -Install and Setup of Ubuntu Server in VirtualBox

14 - Master Kali Linux Command Line Essentials for Beginners

1 -Introduction of Command Line Essentials

2 -Essential Linux Commands

3 -File System Navigation

4 -File Permissions and OwnerShip managing Users and Groups

5 -Recap of Key Concepts

15 - Ethical Hacking Information Gathering and Reconnaissance

1 -Mastering Open Source Intelligence (OSINT)

2 -WHOIS Lookup and DNS Enumeration

3 -Mastering Social Media Profiling

4 -Introduction to Active Information Gathering

5 -Network Scanning with NMAP

6 -Port Scanning Techniques

7 -Service and Version Enumeration with LAB SETUP

8 -Introduction to Vulnerability Scanning

9 -Using Vulnerability Scanners Nessus

16 - Vulnerability Analysis

1 -Types of Vulnerabilities

2 -Common Vulnerabilities and Exposures(CVE)

3 -Vulnerability Databases and Resources

4 -Introduction of Vulnerability Assessment

5 -Nikto Web Scanner

6 -Analyzing Web Application Vulnerabilities

7 -Testing For Input Validation Flaws

8 -Cross-Site Scripting (XSS) and CSRF Attacks

17 - Exploit Techniques

1 -What is Penetration Testing

2 -Exploit Development Basics

3 -Understanding Exploit Frameworks

4 -Legal and Ethical Considerations

5 -Navigating Metsploit Console

18 - Hands on For Exploitation using Metasploit Framework

1 -Install and Setup of Metspoitable in VirtualBox

2 -Using Metasploit Framework

3 -SMTP Enumeration and Exploitation

4 -HTTP Enumeration and Mass HTTP Scanning

4 -MassHTTPScanning.zip

19 - Password Attacks and Wireless Security

1 -Password Cracking Techniques

2 -Advanced Wireless Security and Hacking Techniques

20 - Web Application Security

1 -SQL Injection

21 - Web Automated Vulnerability Scanning

1 -Automated Vulnerability Scanning Tools

2 -Setting up the Docker

3 -Installing WebGoat in Ubuntu Server

4 -Installing OWASP ZAP on Windows

5 -Configuring OWASP ZAP to Scan WebGoat

6 -OWASP ZAP in Kali Linux

22 - Social Engineering

1 -Psychological Principles

2 -Preventing

23 - Project #1 AI Hacking Tool

1 -Project Overview

2 -Setting up and Integrate OpenAI with Python

3 -Building the Reconnaissance Module

4 -Automating Vulnerability Scanning

5 -Implementing Code Analysis With AI

6 -Combining Modules Into A Unified Tool

7 -Conclusion about AI Ethical Hacking Tool

7 -aiethicalhackingtool.zip

24 - Project # 2 Packet Analysis and Encryption

1 -Packet Analysis and Encryption Demonstration

2 -Set Up The Environment

3 -Capture Unecrypted Traffic with Wireshark

4 -Implement HTTPS Encryption

5 -Capture Encrypted Traffic With Wireshark

25 - Project # 3 AI-Powered Windows Event Log Analyzer with Open AI Integration & ML

1 -Introduction

2 -Setup for Window Event Analyzer

3 -Create AI Event Monitoring Code

4 -Machine Learning-Based Anomally Detection

5 -Conclusion About Machine Learning

5 -widowseventloganalyzer.zip

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تولید کننده: Udemy