Penetration Testing for LLMs

سرفصل های دوره

Learn Penetration Testing for LLMs and Generative AI

1. Introduction

1. Introduction

Files.zip

2. Basics - Generative AI

1. What is Generative AI (GenAI)

2. What is a Large Language Model (LLM)

3. What is a Prompt

4. AI Models

5. LLM Architecture

6. How Adversaries Leverage AI

7. Microsoft Responsible AI

8. Shared Responsibility in AI

3. Penetration Testing

1. What is Penetration Testing

2. Penetration Testing in Cyber Security

3. Red Teaming vs. Penetration Testing

4. The Importance of Penetration Testing for GenAI

5. Threat Vectors for GenAI

4. The Penetration Testing Process for GenAI

1. Overview

2. Planning and Preparation

3. Reconnaissance

4. Scanning & Enumeration

5.1 PyRIT.html

5. Vulnerability Assessment

6. Exploitation

7. Post Exploitation

8. Reporting

9. Remediation & Lessons Learned

5. MITRE ATT&CK

1.1 ATT&CK.html

1. What is ATT&CK

2. Mapping ATT&CK to the Pyramid of Pain

3. Matrices

4. Tactics

5. Techniques

6. Subtechniques

7. Tactics, Techniques & Subtechniques

8. Data Sources

9. Detections

10. Mitigations

11. Groups

12. Software

13. Campaigns

14. Relations

15.1 ATT&CK.html

15. Demo ATT&CK Enterprise Matrix

6. MITRE ATLAS

1.1 ATLAS.html

1. What is MITRE ATLAS

2. Tactics

3. Techniques

4. Subtechniques

5. Tactics, Techniques, Subtechniques

6. Mitigations

7. Case Studies

8. Case Study I Microsoft Azure Service Disruption

9. Case Study II PoisonGPT

10. Case Study III ChatGPT Plugin Privacy Leak

11.1 ATLAS.html

11. Demo ATLAS Matrix

7. OWASP Top 10 for LLMs

1. What is OWASP

2. OWASP Top 10 - LLM Security Risks

8. Attacks and Countermeasures for GenAI

1. Prompt Injection

2. Insecure Output Handling

3. Training Data Poisoning

4. Model Denial-of-Service

5. Supply Chain Vulnerabilities

6. Sensitive Information Disclosure

7. Insecure Plugin Design

8. Excessive Agency

9. Overreliance

10. Model Theft

9. Case Study I Exploit a LLM

1.1 Portswigger.html

1. Demo Lab Setup

2.1 Indirect Prompt Injection.html

2. Demo Prompt Injection

3.1 Insecure Output Handling.html

3. Demo Insecure Output Handling

4.1 Vulnerabilities in LLM APIs.html

4. Demo Supply Chain Vulnerabilities

5.1 Excessive Agency.html

5. Demo Excessive Agency

10. Bonus

1.1 christophernett.com.html

1. Bonus

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تولید کننده: Udemy