AI Security

Focused View

Christopher Nett

9:44:17

0 View

1 - Introduction

1 -Introduction.mp4

00:52

1 -christopher nett.zip

1 -linkedin.zip

2 - FAQs.html

2 - IMPORTANT - Demos.html

2 - Generative AI (GenAI)

1 -What is GenAI.mp4

01:31

2 -What is a Large Language Model (LLM).mp4

02:17

3 -What is a Prompt.mp4

03:41

4 -AI Models.mp4

01:20

5 -LLM Architecture.mp4

03:27

3 - Cyber Security for GenAI

1 -The Importance of Security in GenAI.mp4

03:42

2 -Threat Vectors for a GenAI Application.mp4

03:48

3 -How Adversaries Leverage AI.mp4

03:33

4 -Shared Responsibility in AI.mp4

04:02

4 -ai shares responsibility model.zip

5 -Microsoft Responsible AI.mp4

02:56

5 -microsoft responsible ai.zip

4 - Lab Setup

1 -Demo Create your OpenAI Account.mp4

01:14

1 -openai signup.zip

2 -Demo Create your Portswigger Account.mp4

01:18

2 -portswigger signup.zip

3 -Demo Create your Azure Subscription.mp4

00:59

3 -create azure subscription.zip

5 - OWASP Top 10 for Large Language Models (LLMs)

1 -What is OWASP.mp4

01:13

1 -owasp.zip

2 -OWASP Top 10 - Web Application Security Risks.mp4

04:38

3 -OWASP Top 10 - API Security Risks.mp4

07:27

4 -OWASP Top 10 - LLM Security Risks.mp4

05:48

5 -LLM01 Prompt Injection.mp4

03:30

6 -Demo LLM01 Prompt Injection.mp4

14:34

6 -lab.zip

7 -Countermeasures.mp4

01:54

8 -LLM02 Insecure Output Handling.mp4

02:28

9 -Demo LLM02 Insecure Output Handling.mp4

11:40

9 -lab.zip

10 -Countermeasures.mp4

01:15

11 -LLM03 Training Data Poisoning.mp4

03:08

12 -Countermeasures.mp4

01:14

13 -LLM04 Model Denial of Service.mp4

03:27

14 -Countermeasures.mp4

01:11

15 -LLM05 Supply Chain Vulnerabilities.mp4

02:28

16 -Demo LLM05 Supply Chain Vulnerabilities.mp4

08:32

16 -lab.zip

17 -Countermeasures.mp4

01:46

18 -LLM06 Sensitive Information Disclosure.mp4

04:18

19 -Countermeasures.mp4

00:48

20 -LLM07 Insecure Plugin Design.mp4

02:29

21 -Countermeasures.mp4

02:23

22 -LLM08 Excessive Agency.mp4

02:10

23 -Demo LLM08 Excessive Agency.mp4

03:24

23 -lab.zip

24 -Countermeasures.mp4

01:20

25 -LLM09 Overreliance.mp4

03:08

26 -Countermeasures.mp4

01:05

27 -LLM10 Model Theft.mp4

01:29

28 -Countermeasures.mp4

01:26

6 - Other Risks for GenAI

1 -Inherent LLM Risks.mp4

04:25

2 -Transparency & Accountability.mp4

03:20

3 -Regulatory Compliance.mp4

02:38

4 -Hallucinations.mp4

02:24

5 -Bias and Discrimination.mp4

02:11

6 -Copyright Infringement and Violation of Intellectual Property.mp4

02:15

7 - Threat Modeling for GenAI

1 -What is a Threat.mp4

01:34

2 -Threat, Vulnerability & Risk.mp4

01:46

3 -What is Threat Modeling.mp4

01:40

4 -Involved Organizations.mp4

03:48

5 -Scope Definition.mp4

01:23

6 -Threat Identification.mp4

01:59

7 -Vulnerability Analysis.mp4

01:27

8 -Mitigation Strategy Development.mp4

01:14

9 -Documentation and Evolution.mp4

01:20

10 -A GenAI Security Architecture.mp4

03:07

8 - ChatGPT for SOC

1 -What is a SOC.mp4

03:53

2 -SOC Tier Model.mp4

03:11

3 -Cyber Security Incident Response Process.mp4

02:59

4 -EDR, XDR, SIEM & SOAR.mp4

04:50

5 -Demo Data Sources for a SIEM.mp4

04:13

6 -Demo Use Cases for a SIEM.mp4

08:39

7 -Demo Data Sources for Microsoft Sentinel.mp4

06:06

8 -Demo Analytic Rules for Microsoft Sentinel.mp4

05:11

9 -Demo Generating YARA Rules.mp4

05:45

10 -Demo Decoding and analyzing base64 reverse shell.mp4

06:16

11 -Demo Create an Incident Response Playbook.mp4

08:36

9 - ChatGPT for Cyber Threat Intelligence (CTI)

1 -Intelligence, Threat Intelligence & Cyber Threat Intelligence (CTI).mp4

02:46

2 -What is CTI.mp4

02:07

3 -Threat, Vulnerability & Risk.mp4

01:46

4 -Threat-Informed Defense.mp4

03:15

5 -Tactics, Techniques & Procedures (TTPs).mp4

03:00

6 -IOCs & IOAs.mp4

02:34

7 -Pyramid of Pain.mp4

03:11

8 -CTI Sources.mp4

01:53

9 -Demo Describe CTI.mp4

05:38

10 -Demo Assist with IOCs.mp4

06:30

11 -Demo Generate Threat Hunting Queries in KQL.mp4

06:27

10 - ChatGPT for Vulnerability Management

1 -What is a Vulnerability.mp4

02:02

2 -Common Vulnerabilities and Exposures (CVE).mp4

02:37

3 -Common Vulnerability Scoring System (CVSS).mp4

05:05

4 -Log4Shell.mp4

03:27

5 -Demo Analyzing an Exploit - Log4Shell.mp4

04:37

6 -Heartbleed.mp4

03:26

7 -Demo Analyzing an Exploit - Heartbleed.mp4

02:58

8 -EternalBlue.mp4

04:00

9 -Demo Analyzing an Exploit - EternalBlue.mp4

03:04

11 - ChatGPT for Application Security

1 -Demo SQL Injection.mp4

06:09

2 -Demo Cross-Site-Scripting (XSS).mp4

05:21

12 - Microsoft Copilot for Security

1 -What is Copilot for Security.mp4

05:22

2 -From Prompt to Reponse.mp4

02:05

3 -Architecture.mp4

05:41

4 -Extending Copilot with Plugins & more.mp4

03:41

5 -Privacy Implications.mp4

02:11

6 -Authentication & RBAC.mp4

06:09

7 -Standalone vs. Embedded Experience.mp4

01:21

8 -Pricing.mp4

02:23

9 -Onboarding Requirements.mp4

01:29

9 - IMPORTANT - DO NOT SKIP.html

10 -Demo Create Compute Capacities.mp4

03:45

10 -azure portal.zip

11 -Demo Setup Copilot for Security.mp4

14:58

11 -security copilot.zip

12 -Creating Effective Prompts.mp4

12:04

13 -Demo Prompt Usage Monitoring.mp4

00:46

14 -Demo Incident Investigation Promptbook.mp4

14:36

15 -Demo Suspicious Script Analysis Promptbook.mp4

17:30

16 -Demo Threat Actor Profile Promptbook.mp4

17:15

17 -Demo Vulnerability Impact Assessment Promptbook.mp4

11:12

18 -Demo CTI Prompts.mp4

21:49

19 -Demo Vulnerability Assessment Prompts.mp4

11:12

13 - The Penetration Testing Process for GenAI

1 -What is Penetration Testing.mp4

02:19

2 -Penetration Testing in Cyber Security.mp4

02:33

3 -Red Teaming vs. Penetration Testing.mp4

04:23

4 -The Importance of Penetration Testing for GenAI.mp4

01:22

5 -Overview.mp4

01:11

6 -Planning and Preparation.mp4

01:57

7 -Reconnaissance.mp4

01:33

8 -Scanning & Enumeration.mp4

00:48

9 -Vulnerability Assessment.mp4

01:54

10 -Exploitation.mp4

01:02

11 -Post Exploitation.mp4

01:57

12 -Reporting.mp4

01:21

13 -Remediation & Lessons Learned.mp4

01:30

14 - MITRE ATT&CK and MITRE ATLAS

1 -What is ATT&CK.mp4

01:58

1 - The Importance of MITRE ATT&CK & MITRE ATLAS for AI.html

2 -Mapping ATT&CK to the Pyramid of Pain.mp4

02:20

3 -Matrices.mp4

01:33

4 -Tactics.mp4

04:58

5 -Techniques.mp4

03:13

6 -Subtechniques.mp4

04:14

7 -Tactics, Techniques & Subtechniques.mp4

01:14

8 -Data Sources.mp4

01:19

9 -Detections.mp4

01:26

10 -Mitigations.mp4

02:14

11 -Groups.mp4

02:40

12 -Software.mp4

01:36

13 -Campaigns.mp4

03:20

14 -Relations.mp4

01:57

15 -Demo Enterprise Matrix.mp4

14:42

15 -mitre att&ck.zip

16 -What is MITRE ATLAS.mp4

00:44

17 -Mapping ATLAS to the Pyramid of Pain.mp4

00:55

18 -Tactics.mp4

01:16

19 -Techniques.mp4

01:44

20 -Subtechniques.mp4

01:08

21 -Tactics, Techniques, Subtechniques.mp4

00:37

22 -Mitigations.mp4

01:53

23 -Case Studies.mp4

01:32

24 -Case Study I Microsoft Azure Service Disruption.mp4

01:20

25 -Case Study II PoisonGPT.mp4

01:12

26 -Case Study III ChatGPT Plugin Privacy Leak.mp4

01:22

27 -Demo ATLAS Matrix.mp4

02:35

27 -mitre atlas.zip

15 - Governance for GenAI

1 -What is Corporate Governance.mp4

02:07

2 -What is Enterprise Risk Management.mp4

03:59

3 -What is Cyber Security Risk Management.mp4

05:09

4 -Scenario.mp4

00:36

5 -Establish a GenAI Governance Committee.mp4

01:50

6 -Develop Comprehensive Governance Policies and Guidelines.mp4

01:38

7 -Implement Risk Management Practices.mp4

02:18

8 -Training and User Awareness Programs.mp4

02:11

9 -Adopt AI Ethics and Standards Frameworks.mp4

01:34

10 -Enhance Monitoring and Feedback Mechanisms.mp4

01:59

11 -Define Data and Identity Governance.mp4

02:14

12 -Continuous Improvement and Adaptation.mp4

01:25

Description

Cyber Security with GenAI | OWASP Top 10 for LLMs | MITRE ATLAS | ChatGPT | Microsoft Security Copilot

What You'll Learn?

Explore the fundamentals of generative AI, including its principles, applications, and implications for cyber security.
Learn Cyber Security with generative AI
Learn how to write effective prompts for Cyber Security with generative AI
Learn advanced concepts for Cyber Security with generative AI
Learn how generative AI and ChatGPT are transforming cyber security
Learn to leverage ChatGPT for SOC
Learn to leverage ChatGPT for CTI
Learn to leverage Microsoft Copilot for Security for SOC
Learn to leverage Microsoft Copilot for Security for CTI
Review the OWASP Top 10 vulnerabilities specific to large language models and how to mitigate them.
Get acquainted with the MITRE ATLAS framework and its application to generative AI threat analysis.
Develop skills in threat modeling to identify, assess, and address potential security threats to generative AI systems.
Design and implement a robust security architecture tailored for generative AI environments.
Analyze a detailed case study on exploiting large language models to understand potential vulnerabilities and protective measures.
Build a Governance Program for GenAI
Learn about common attacks on Generative AI systems and how to defend against them.
Understand the core concepts and methodologies involved in penetration testing for Large Language Models (LLMs).
Learn the step-by-step process of conducting penetration tests specifically tailored for Generative AI systems.

Who is this for?

SOC Analyst

Security Engineer

Security Consultant

Security Architect

Security Manager

CISO

Security Professional

Cyber Threat Hunter

What You Need to Know?

Basic IT Knowledge

Willingness to learn cool stuff!

More details

Description
AI Security by Christopher Nett is a meticulously structured Udemy course aimed at IT professionals seeking to master AI Security.
This course systematically walks you through the initial basics to advanced concepts with applied case studies. You will gain a deep understanding of the principles and practices necessary for AI Security.
Key benefits for you:
Generative AIÂ Basics:Â Understand the fundamental concepts and techniques that underpin generative AI and its applications.
Cyber Security for GenAI:Â Explore strategies and best practices for securing generative AI systems against cyber threats.
OWASP Top 10 for LLMs: Understand the core threats, vulnerabilities, and risks associated with Large Language Models.
Other Risks for GenAI: Understand additional risks associated with generative AI, including ethical concerns, bias, and compliance issues.
Threat Modeling: Develop skills in threat modeling to identify, assess, and address potential security threats to generative AI systems.
ChatGPT for SOC: Leverage ChatGPT to enhance SOC operations with threat detection and response.
ChatGPT for CTI: Utilize ChatGPT to analyze threat data and generate actionable intelligence reports.
ChatGPT for Vulnerability Management: Leverage ChatGPT to identify, assess, and prioritize vulnerabilities efficiently.
ChatGPT for Application Security: Apply ChatGPT to automate security testing and ensure application integrity.
Microsoft Copilot for Security: Harness Microsoft Copilot to integrate AI-driven insights and automate security tasks within your infrastructure.
The Penetration Testing Process for GenAI: Learn the step-by-step process of conducting penetration tests specifically tailored for Generative AI systems.
MITRE ATLAS: Explore the MITRE ATLAS framework for assessing AI and ML security.
Governance for GenAI: Building a Governance Program for GenAI: Gain insights from a practical example on how to develop and implement a comprehensive governance program for generative AI within an organization.
Secure AI with Microsoft Defender for Cloud: Gain hands-on experience by applying the security principles and practices learned throughout the course in combination with Microsoft Defender CSPM.
Who this course is for:
SOC Analyst
Security Engineer
Security Consultant
Security Architect
Security Manager
CISO
Security Professional
Cyber Threat Hunter

User Reviews

Rating

average 0

Total votes0

Focused display

Artificial Intelligence

Christopher Nett

Instructor's Courses

Christopher is security cloud solutions architect at Microsoft.Christopher has over 9 years of experience in cyber security, where he has advised some of the largest enterprises in the world on multi-million dollar projects.Education:★ MSc. Applied IT Security★ MBA★ BSc. Computer Science for BusinessCertifications:★ CISSP : Certified Information Systems Security Professional★ CCSP: Certified Cloud Security Professional★ CEH : Certified Ethical Hacker★ AZ-104: Azure Administrator Associate★ AZ-500: Azure Security Engineer Associate★ AZ-700: Azure Network Engineer Associate★ SC-100: Cybersecurity Architect Expert★ SC-200: Security Operations Analyst Associate★ SC-300: Identity and Access Administrator Associate★ KCNA: Kubernetes and Cloud Native Associate★ CKAD: Certified Kubernetes Application Developer★ CKA: Certified Kubernetes Administrator★ ATT&CK® Security Operations Center Assessment Certification★ ATT&CK Purple Teaming Methodology Certification★ ATT&CK® Adversary Emulation Methodology Certification★ ATT&CK® Cyber Threat Intelligence Certification★ HashiCorp Certified: Terraform Associate (002)★ Professional Scrum Master I★ Professional Scrum Product Owner I★ AWS Certified Security – Specialty★ AWS Certified Solutions Architect – Associate★ CCSK - Certificate of Cloud Security Knowledge

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.