Torrent Contents Size: 2.6 GB
Udemy - SecAI + Certification Course - Instructor Lead!
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Bonus Resources.txt
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TXT
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102.4 B
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Get Bonus Downloads Here.url
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URL
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204.8 B
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~Get Your Files Here !
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1 - Introduction
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1. Instructor intro.mp4
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MP4
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10 MB
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2 - Domain 1 - Basic AI Concepts Related to Cybersecurity ( 17%)
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10. Large Language Models.mp4
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MP4
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79.2 MB
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11. Small Language Models.mp4
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MP4
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39.9 MB
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12. Generative adversarial networks (GANs).mp4
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MP4
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84.2 MB
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13. Model Training Techniques.mp4
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MP4
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44.5 MB
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14. Epoch, Pruning & Quantization.mp4
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MP4
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53.7 MB
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15. Prompt Engineering.mp4
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MP4
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39.4 MB
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16. System Roles.mp4
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MP4
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16 MB
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17. Templates.mp4
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MP4
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19.4 MB
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18. Data Processing.mp4
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MP4
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51.8 MB
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19. Data Types.mp4
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MP4
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35.4 MB
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20. Watermarking.mp4
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MP4
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14 MB
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21. Retrieval-augmented generation (RAG).mp4
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MP4
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38.2 MB
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22. Business Use Cases & Alignment with Corporate Objectives.mp4
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MP4
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33.5 MB
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23. Data Collection - Trustworthiness & Authenticity.mp4
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MP4
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31.1 MB
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24. Data preparation.mp4
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MP4
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24.4 MB
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25. Model Development Selection.mp4
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MP4
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20 MB
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26. Model Evaluation.mp4
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MP4
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30.2 MB
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27. Model Deployment.mp4
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MP4
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18.8 MB
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28. Model Validation.mp4
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MP4
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26.4 MB
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29. Model Monitoring.mp4
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MP4
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25.7 MB
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3 - Domain 2 - Securing AI Systems (40%)
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32. Intro to Domain 2.mp4
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MP4
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12.3 MB
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33. (OWASP) Top 10.mp4
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MP4
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53 MB
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34. Massachusetts Institute of Technology (MIT) AI Risk Repository.mp4
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MP4
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28.2 MB
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35. MITRE ATLAS.mp4
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MP4
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26 MB
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36. Common Vulnerabilities and Exposures (CVE) AI Working Group.mp4
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MP4
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25 MB
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37. Threat-modelling Frameworks.mp4
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MP4
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34.5 MB
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38. Model Controls - Evaluation & Guardrails.mp4
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MP4
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20.7 MB
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39. Gateway Controls.mp4
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MP4
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42.3 MB
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40. Model, Data, Agent & API Access.mp4
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MP4
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52 MB
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41. Encryption In Transit, In Use and at Rest.mp4
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MP4
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74.1 MB
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42. Data Safety - Anonymization, Classification, Redaction, Masking and Minimization.mp4
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MP4
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77 MB
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43. Prompt Monitoring - Query & Response.mp4
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MP4
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54.6 MB
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44. Log Monitoring, Sanitization, Protection and more!.mp4
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MP4
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134.7 MB
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45. Prompts, Processing, Response & Storage.mp4
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MP4
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86.3 MB
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46. Auditing for Quality and Compliance.mp4
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MP4
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107.3 MB
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47. Prompt Injection Attacks - Extended.mp4
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MP4
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77.6 MB
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48. Attacks in the Training Process.mp4
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MP4
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107.2 MB
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49. Model-Level Exploitation Attacks.mp4
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MP4
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105.3 MB
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50. Integration & Supply Chain Attacks.mp4
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MP4
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113.1 MB
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51. Prompt Firewalls.mp4
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MP4
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51.7 MB
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52. Model Guardrails.mp4
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MP4
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58.9 MB
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53. Access Controls.mp4
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MP4
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40.5 MB
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54. Data Integrity Controls.mp4
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MP4
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32.5 MB
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3. Introduction to Domain 1.mp4
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MP4
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36.3 MB
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30. Feedback and Iteration.mp4
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MP4
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20.9 MB
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31. Human Centric AI Design Principles.mp4
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MP4
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42.4 MB
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4. Generative AI - What is it & How Attackers and Defenders can use it!.mp4
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MP4
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120.1 MB
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5. Machine Learning - What is it Risks & Mitigations.mp4
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MP4
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68 MB
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6. Statistical Learning.mp4
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MP4
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59.3 MB
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7. Transformers.mp4
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MP4
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50.8 MB
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8. Deep Learning.mp4
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MP4
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54.9 MB
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9. Natural language processing (NLP).mp4
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MP4
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68.5 MB
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2. Exam Domains.mp4
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MP4
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36.3 MB
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