Udemy - SecAI + Certification Course - Instructor Lead!

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1. Instructor intro.mp4 (10.0 MB)
• 2. Exam Domains.mp4 (36.3 MB)
2 - Domain 1 - Basic AI Concepts Related to Cybersecurity ( 17%)
• 10. Large Language Models.mp4 (79.2 MB)
• 11. Small Language Models.mp4 (39.9 MB)
• 12. Generative adversarial networks (GANs).mp4 (84.2 MB)
• 13. Model Training Techniques.mp4 (44.5 MB)
• 14. Epoch, Pruning & Quantization.mp4 (53.7 MB)
• 15. Prompt Engineering.mp4 (39.4 MB)
• 16. System Roles.mp4 (16.0 MB)
• 17. Templates.mp4 (19.4 MB)
• 18. Data Processing.mp4 (51.8 MB)
• 19. Data Types.mp4 (35.4 MB)
• 20. Watermarking.mp4 (14.0 MB)
• 21. Retrieval-augmented generation (RAG).mp4 (38.2 MB)
• 22. Business Use Cases & Alignment with Corporate Objectives.mp4 (33.5 MB)
• 23. Data Collection - Trustworthiness & Authenticity.mp4 (31.1 MB)
• 24. Data preparation.mp4 (24.4 MB)
• 25. Model Development Selection.mp4 (20.0 MB)
• 26. Model Evaluation.mp4 (30.2 MB)
• 27. Model Deployment.mp4 (18.8 MB)
• 28. Model Validation.mp4 (26.4 MB)
• 29. Model Monitoring.mp4 (25.7 MB)
• 3. Introduction to Domain 1.mp4 (36.3 MB)
• 30. Feedback and Iteration.mp4 (20.9 MB)
• 31. Human Centric AI Design Principles.mp4 (42.4 MB)
• 4. Generative AI - What is it & How Attackers and Defenders can use it!.mp4 (120.1 MB)
• 5. Machine Learning - What is it Risks & Mitigations.mp4 (68.0 MB)
• 6. Statistical Learning.mp4 (59.3 MB)
• 7. Transformers.mp4 (50.8 MB)
• 8. Deep Learning.mp4 (54.9 MB)
• 9. Natural language processing (NLP).mp4 (68.5 MB)
3 - Domain 2 - Securing AI Systems (40%)
• 32. Intro to Domain 2.mp4 (12.3 MB)
• 33. (OWASP) Top 10.mp4 (53.0 MB)
• 34. Massachusetts Institute of Technology (MIT) AI Risk Repository.mp4 (28.2 MB)
• 35. MITRE ATLAS.mp4 (26.0 MB)
• 36. Common Vulnerabilities and Exposures (CVE) AI Working Group.mp4 (25.0 MB)
• 37. Threat-modelling Frameworks.mp4 (34.5 MB)
• 38. Model Controls - Evaluation & Guardrails.mp4 (20.7 MB)
• 39. Gateway Controls.mp4 (42.3 MB)
• 40. Model, Data, Agent & API Access.mp4 (52.0 MB)
• 41. Encryption In Transit, In Use and at Rest.mp4 (74.1 MB)
• 42. Data Safety - Anonymization, Classification, Redaction, Masking and Minimization.mp4 (77.0 MB)
• 43. Prompt Monitoring - Query & Response.mp4 (54.6 MB)
• 44. Log Monitoring, Sanitization, Protection and more!.mp4 (134.7 MB)
• 45. Prompts, Processing, Response & Storage.mp4 (86.3 MB)
• 46. Auditing for Quality and Compliance.mp4 (107.3 MB)
• 47. Prompt Injection Attacks - Extended.mp4 (77.6 MB)
• 48. Attacks in the Training Process.mp4 (107.2 MB)
• 49. Model-Level Exploitation Attacks.mp4 (105.3 MB)
• 50. Integration & Supply Chain Attacks.mp4 (113.1 MB)
• 51. Prompt Firewalls.mp4 (51.7 MB)
• 52. Model Guardrails.mp4 (58.9 MB)
• 53. Access Controls.mp4 (40.5 MB)
• 54. Data Integrity Controls.mp4 (32.5 MB)
• Bonus Resources.txt (0.1 KB)