The AI for Ethical Hacking and Cybersecurity Bootcamp

סקירה כללית

Learn to use AI for real cybersecurity work, both offensive and defensive. You’ll build practical tools, improve ethical hacking workflows, explore AI threats and defenses, and use Python, ChatGPT, LangChain and the OpenAI API in hands-on security scenarios.Use AI to speed up ethical hacking workflowsWrite stronger prompts for cybersecurity tasksApply ChatGPT to threat analysis and reconSet up a Kali Linux lab for AI-powered testingIntegrate OpenAI API into practical security toolsBuild Python and machine learning cyber projectsUnderstand prompt injection and jailbreak attacksExplore AI-driven phishing, payloads, and defense

סילבוס

•   Section 1: Welcome!
Introduction
Exercise: Meet Your Classmates and Instructor
The Correct Path
Prerequisites
Understanding Your Video Player
Set Your Learning Streak Goal
•   Section 2: Lab Setup
Kali Linux Install
Note: Optional Installation
•   Section 3: Prompting for Cybersecurity and Ethical Hacking
Simple ChatGPT Prompts
Good vs. Bad Prompt Full Network Recon
Few-Shot Prompting Downgrading Aggressive Commands and Analyzing Logs
Let's Have Some Fun (+ More Resources)
•   Section 4: Advanced Prompting with ChatGPT for Cybersecurity and Ethical Hacking
Assessment of Privilege Escalation Avenues with ChatGPT
Confirming and Prioritizing Web Vulnerabilities
Writing Rules for SQL Injection and Analyzing Apache Logs for SQLi
Hardening SSH Configuration File
Unlimited Updates
•   Section 5: How to Break AI with Prompt Injection and Jailbreak
Prompt Injection & Jailbreak
Gandalf Prompt Injection Lab
Indirect Prompt Injection
Loading Guardrails for Prompt Injection
Implement a New Life System
•   Section 6: PenTest++ AI Augmented Penetration Testing
PenTest++ Theory
Performing AI Augmented Pentest
Course Check-In
•   Section 7: Implementing Open AI API Inside Kali Linux Tools
OpenAI API and ShellGPT
Automating Entire Attacks with ShellGPT
ShellGPT for Recon, Payload Creation and Vulnerability Analysis
•   Section 8: Machine Learning with Python for Cybersecurity and Ethical Hacking
Python and ML for Cybersecurity and Ethical Hackers
Installing ML Libraries for Malicious IP Activity Detector
Predicting New Entries in Our Malicious Activity Detector
•   Section 9: Coding Project 1 - Detecting Malicious Bash Commands
Malicious Bash Command Detector with Random Forest Classifier
Flagging Command as Negative & Positive
•   Section 10: Coding Project 2 - Langchain and OpenAI API for Python Tools
Implementing OpenAI Api Key In Python Recon Programs
Summarizing PDFs with LLM for Reconnaissance
•   Section 11: Coding Project 3 - Creating a Simple AI Attacker Agent
Creating a Simple AI Attacker Agent
•   Section 12: Coding Project 4 - Exploiting AI Model Image Digit Classifier
Introduction to MITRE ATLAS
Creating AI Digit Image Classifier Model
Exploiting the Model
Mapping Vulnerability to MITRE ATLAS and Writing Report
Exercise: Imposter Syndrome
•   Section 13: Coding Project 5 - Creating AI Agent
Creating Tools for Our Agent
Initializing Our Agent
Testing Our Agent
•   Section 14: Crafting AI Generated Payloads
Using AI For SQL Injection
AI Generated Reverse Shell
Using AI for Exploit Development and Fuzzing
Using AI for XSS (Cross-Site Scripting) Attacks
•   Section 15: AI in Social Engineering and Phishing
What is Social Engineering and Phishing
Voice Cloning with ElevenLabs
AI Voice Generating with Resemble
Creating Deepfakes with D-ID
How To Recognize these Types of Scams
•   Section 16: AI/ML Application in Security
AI Based SIEM (Security Information and Event Management) Systems
Firewalls with AI
Email Filtering With AI
AI in IAM (Identity and Access Management)
IDS (Intrusion Detection System) and IPS (Intrusion Prevention System) with AI
•   Section 17: Common Vulnerabilities with AI
Data Poisoning
Data Bias
Model Vulnerabilities
Ethical Concerns
•   Where To Go From Here?
Thank You!
Review This Course!
Become An Alumni
Learning Guideline
ZTM Events Every Month
LinkedIn Endorsements

---

נלמד על ידי

Aleksa Tamburkovski

---

נושאים

Information Security (InfoSec)