Udemy - GenAI Cybersecurity - OWASP Top 10, MITRE ATLAS and API Attacks

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 -Welcome to the Course + Instructor Intro + What You’ll Learn.mp4 (22.9 MB)
2 - Introduction to Large Language Models (LLMs)
• 1 -Section Introduction What You’ll Learn About Large Language Models (LLMs).mp4 (9.0 MB)
• 10 -Understanding Multi-Head Attention in Transformers Multiple Views of Language.mp4 (24.5 MB)
• 11 -Summary of Transformer Innovations Key Concepts Behind LLMs.mp4 (29.5 MB)
• 12 -How Transformers Power Foundation Models and LLMs.mp4 (12.1 MB)
• 13 -Types of LLMs Use Cases and the Modern AI Ecosystem.mp4 (12.6 MB)
• 14 -Challenges and Risks of Large Language Models (LLMs).mp4 (22.7 MB)
• 15 -Wrapping Up Section 1 Deep Dive into Large Language Models (LLMs).mp4 (24.2 MB)
• 2 -What Are LLMs Understanding Large Language Models Explained.mp4 (15.4 MB)
• 3 -Where Large Language Models Fit in the Generative AI Landscape.mp4 (25.6 MB)
• 4 -Evolution of LLMs From Early Neural Networks to Transformers.mp4 (19.7 MB)
• 5 -Understanding Convolutional Neural Networks for Image Recognition.mp4 (19.7 MB)
• 6 -Understanding Recurrent Neural Networks (RNNs) for Language Processing.mp4 (38.9 MB)
• 7 -How Transformers and LLMs Revolutionized Language Processing.mp4 (26.4 MB)
• 8 -How Positional Encodings Help Transformers Understand Word Order.mp4 (9.1 MB)
• 9 -How Self-Attention Builds Rich Contextual Understanding in Transformers.mp4 (69.1 MB)
3 - Anatomy of an LLM System and Its Security Attack Surface
• 1 -Introduction to LLM System Architecture What’s Inside a Large Language Model.mp4 (3.6 MB)
• 2 -From LLM Model to Full LLM System Understanding the Architecture Behind AI.mp4 (5.5 MB)
• 3 -Anatomy of an LLM System Understanding the Full Architecture Beyond the Model.mp4 (8.7 MB)
• 4 -The AI Model Layer Core Intelligence Behind Large Language Models.mp4 (5.1 MB)
• 5 -The Infrastructure Layer of LLM Systems Powering and Securing the Core.mp4 (13.4 MB)
• 6 -LLM Processing Unit Explained Inference Handling, Prompt Cntrl & Runtime Logic.mp4 (42.9 MB)
• 7 -Understanding the Integration Layer APIs, SDKs, and Plugins in LLM Systems.mp4 (22.2 MB)
• 8 -The Application Layer How Users Interact with LLM Systems.mp4 (23.8 MB)
• 9 -LLM System Summary & Preparing for Attack Surface Analysis.mp4 (22.3 MB)
4 - Understanding LLM Attack Surfaces
• 1 -Introduction to LLM Attack Surfaces What Gets Exposed and Why It Matters.mp4 (6.6 MB)
• 10 -Training Data Poisoning Case Study How Microsoft Tay Was Manipulated on Twitter.mp4 (35.7 MB)
• 11 -Inference and Log Data Exposure DeepSeek’s AI Leak Case Study.mp4 (40.7 MB)
• 12 -LLM Model Exposure How Misconfigured Ollama APIs Opened the Door.mp4 (26.2 MB)
• 13 -LLM Providers vs. Organizations Who Secures What.mp4 (19.0 MB)
• 14 -Section 3 Wrap-Up LLM Attack Surface Lessons + What’s Next with OWASP Top 10.mp4 (28.9 MB)
• 2 -Understanding the Concept of Attack Surfaces in Cybersecurity.mp4 (5.2 MB)
• 3 -How Integration and Growth Expand Your Cybersecurity Attack Surface.mp4 (6.7 MB)
• 4 -Why Publicly Exposed Systems Face Higher Cybersecurity Risks.mp4 (11.4 MB)
• 5 -Why Large Language Models Have Bigger and Riskier Attack Surfaces.mp4 (21.0 MB)
• 6 -Analyzing LLM Attack Surfaces User Organizations vs Model Providers.mp4 (11.0 MB)
• 7 -Scenario 1 LLM Attack Surfaces in Organizations Using AI Models.mp4 (25.3 MB)
• 8 -Prompt Injection Demonstration How a $1 Chevy Tahoe Chatbot Reply Went Viral.mp4 (28.4 MB)
• 9 -Scenario 2 Deep Dive into LLM Attack Surfaces from the Provider Side.mp4 (46.3 MB)
5 - OWASP Top 10 for LLMs Understanding AI-Specific Security Risks
• 1 -Introduction to Section 4 OWASP Top 10 for LLMs.mp4 (6.8 MB)
• 2 -OWASP Top 10 Risks for LLMs + Case Study Mapping.mp4 (50.2 MB)
6 - LLM API Security Real-World Exploitation & Mitigation Demo with OLAMA
• 1 -Section 5 Introduction LLM API Security & Live Demo Preview.mp4 (11.5 MB)
• 2 -LLM_API_Security_Lab_Setup_Guide (1).docx (39.2 KB)
• 2 -Lab Setup Insecure Ollama API on Azure VM Explained.mp4 (12.6 MB)
• 3 -Hands-On Demo Exploiting an Insecure Ollama API Setup.mp4 (128.7 MB)
• 3 -LLM_API_Security_Lab_Setup_Guide (1).docx (39.2 KB)
• 4 -Ollama in the Wild Real-World Exposure via Shodan + Developer Risk Behavior.mp4 (42.8 MB)
• 5 -Mitigation Setup Securing Ollama API with NGINX Reverse Proxy.mp4 (14.4 MB)
• 5 -OLAMA_API_Authentication_With_NGINX_Windows_Lab_Guide.docx (39.3 KB)
• 6 -Mitigating OLAMA API Risks with NGINX Authentication (Hands-On Demo).mp4 (77.3 MB)
• 6 -OLAMA_API_Authentication_With_NGINX_Windows_Lab_Guide.docx (39.3 KB)
• 7 -How One Misconfigured LLM API Triggers Multiple OWASP Risks.mp4 (25.5 MB)
• 8 -Wrap-Up LLM API Exposure, Mitigation & OWASP Risk Summary.mp4 (16.0 MB)
7 - MITRE ATLAS Mapping for LLM Attacks
• 1 -Introduction to MITRE ATLAS for LLM Security.mp4 (10.7 MB)
• 2 -Mapping AI Threats with MITRE ATLAS OpenAI vs. DeepSeek Case Study.mp4 (148.8 MB)
• 3 -Wrap-Up MITRE ATLAS in Action + What’s Next in PortSwigger Labs.mp4 (10.2 MB)
8 - Hands-On Lab Exploiting AI Decisions in LLM APIs
• 1 -PortSwigger Lab Introduction Exploiting LLM APIs with Excessive Agency.mp4 (13.1 MB)
• 2 -Lab Demo – Exploiting LLM APIs with Excessive Agency (PortSwigger).mp4 (47.1 MB)
• 3 -How to Access and Practice the PortSwigger LLM Lab Yourself.mp4 (15.3 MB)
• 4 -Section Summary LLM Lab Exploitation Takeaways + What’s Next.mp4 (9.6 MB)
9 - LLM Cybersecurity Summary & Career Tips
• 1 -Introduction Course Wrap-Up & LLM Cybersecurity Career Tips.mp4 (9.6 MB)
• 2 -Course Recap What You’ve Learned in LLM Cybersecurity.mp4 (16.3 MB)
• 4 -Hacking the AI Mindset How to Think Like a LLM Security Expert.mp4 (10.1 MB)
• 5 -Mastering LLM Security Frameworks OWASP, MITRE, and More.mp4 (8.5 MB)
• 6 -Hands-On Practice for LLM Security Tools, Labs, and Simulations.mp4 (7.4 MB)
• 7 -Build Your Presence in GenAI Security Branding, Blogging & Research Tips.mp4 (10.9 MB)
• 8 -Final Motivation Why You’re Ready for a Career in LLM Security.mp4 (7.1 MB)
• 9 -Course Wrap-Up Thank You and Final Reflections.mp4 (15.8 MB)
• Bonus Resources.txt (0.1 KB)