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AI Agents for Cybersecurity 2026

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Type: Tutorials
Language: English
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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 01. Welcome and course goals.mp4 16.9 MB
  3. 01. Welcome and course goals.srt 5.0 KB
  4. 01. Chapter introduction.mp4 13.0 MB
  5. 01. Chapter introduction.srt 3.8 KB
  6. 02. The transformative potential of AI and LLMs in cybersecurity.mp4 15.1 MB
  7. 02. The transformative potential of AI and LLMs in cybersecurity.srt 7.0 KB
  8. 03. Defining large language models (LLMs) and their architectures.mp4 29.2 MB
  9. 03. Defining large language models (LLMs) and their architectures.srt 13.1 KB
  10. 04. Evolution of AI in cybersecurity From ML to agentic AI.mp4 15.7 MB
  11. 04. Evolution of AI in cybersecurity From ML to agentic AI.srt 7.2 KB
  12. 01. What are AI agents Definition, characteristics, and workflow.mp4 16.3 MB
  13. 01. What are AI agents Definition, characteristics, and workflow.srt 6.8 KB
  14. 02. LLMs as the “brain” of AI agents Capabilities and limitations.mp4 20.8 MB
  15. 02. LLMs as the “brain” of AI agents Capabilities and limitations.srt 8.7 KB
  16. 03. Agent autonomy levels in cybersecurity.mp4 15.4 MB
  17. 03. Agent autonomy levels in cybersecurity.srt 7.7 KB
  18. 04. Multi-agent systems Collaboration and complexity.mp4 12.1 MB
  19. 04. Multi-agent systems Collaboration and complexity.srt 6.4 KB
  20. 05. Memory and learning in AI agents.mp4 13.1 MB
  21. 05. Memory and learning in AI agents.srt 6.0 KB
  22. 06. Adapting LLMs for cybersecurity Fine-tuning, prompt engineering, and augmentation.mp4 15.0 MB
  23. 06. Adapting LLMs for cybersecurity Fine-tuning, prompt engineering, and augmentation.srt 7.5 KB
  24. 01. Types of datasets in LLM for security Code-based, text-based, and combined.mp4 14.8 MB
  25. 01. Types of datasets in LLM for security Code-based, text-based, and combined.srt 9.2 KB
  26. 02. Data pre-processing and representation for cybersecurity AI models.mp4 14.7 MB
  27. 02. Data pre-processing and representation for cybersecurity AI models.srt 9.2 KB
  28. 03. Addressing data scarcity LLMs for data augmentation in cybersecurity.mp4 8.8 MB
  29. 03. Addressing data scarcity LLMs for data augmentation in cybersecurity.srt 2.5 KB
  30. 01. Chapter introduction.mp4 12.4 MB
  31. 01. Chapter introduction.srt 3.6 KB
  32. 02. Real-time detection of cyber threats with AI.mp4 14.9 MB
  33. 02. Real-time detection of cyber threats with AI.srt 7.3 KB
  34. 03. Automated vulnerability detection and analysis.mp4 14.6 MB
  35. 03. Automated vulnerability detection and analysis.srt 7.1 KB
  36. 04. Malware analysis and classification with AI agents.mp4 12.3 MB
  37. 04. Malware analysis and classification with AI agents.srt 6.9 KB
  38. 01. Network intrusion detection and attack classification.mp4 15.0 MB
  39. 01. Network intrusion detection and attack classification.srt 6.5 KB
  40. 02. Detecting and defending against phishing attacks and deceptive language.mp4 13.8 MB
  41. 02. Detecting and defending against phishing attacks and deceptive language.srt 6.1 KB
  42. 03. Leveraging AI for threat intelligence and attack surface management.mp4 13.5 MB
  43. 03. Leveraging AI for threat intelligence and attack surface management.srt 7.4 KB
  44. 01. AI for System Log Analysis and Anomaly Detection.mp4 14.1 MB
  45. 01. AI for System Log Analysis and Anomaly Detection.srt 7.7 KB
  46. 02. Reverse Engineering and Binary Analysis with AI Assistance.mp4 13.1 MB
  47. 02. Reverse Engineering and Binary Analysis with AI Assistance.srt 8.3 KB
  48. 03. AI for understanding security and privacy policies.mp4 14.9 MB
  49. 03. AI for understanding security and privacy policies.srt 9.0 KB
  50. 01. Chapter introduction.mp4 8.2 MB
  51. 01. Chapter introduction.srt 3.3 KB
  52. 02. Automating vulnerability repair and patch generation.mp4 13.5 MB
  53. 02. Automating vulnerability repair and patch generation.srt 6.8 KB
  54. 03. Streamlining incident response workflows and playbooks.mp4 13.7 MB
  55. 03. Streamlining incident response workflows and playbooks.srt 7.2 KB
  56. 04. Post-attack analysis and root cause identification with AI.mp4 13.1 MB
  57. 04. Post-attack analysis and root cause identification with AI.srt 8.0 KB
  58. 01. AI for proactive defense and threat hunting.mp4 9.1 MB
  59. 01. AI for proactive defense and threat hunting.srt 6.0 KB
  60. 02. AI-powered risk management and predictive analytics.mp4 12.6 MB
  61. 02. AI-powered risk management and predictive analytics.srt 6.7 KB
  62. 03. Optimizing cybersecurity investments and compliance automation.mp4 13.8 MB
  63. 03. Optimizing cybersecurity investments and compliance automation.srt 7.9 KB
  64. 04. Adaptive decision-making and continuous learning in SOC agents.mp4 12.0 MB
  65. 04. Adaptive decision-making and continuous learning in SOC agents.srt 8.2 KB
  66. 01. Chapter introduction.mp4 11.6 MB
  67. 01. Chapter introduction.srt 3.7 KB
  68. 02. Overview of AI agent security challenges The four knowledge gaps.mp4 15.8 MB
  69. 02. Overview of AI agent security challenges The four knowledge gaps.srt 7.1 KB
  70. 03. Inherent AI-related vulnerabilities Adversarial AI, data poisoning, and misalignment.mp4 14.6 MB
  71. 03. Inherent AI-related vulnerabilities Adversarial AI, data poisoning, and misalignment.srt 8.0 KB
  72. 04. Agent-specific threats Prompt injection, jailbreaking, and supply chain vulnerabilities.mp4 10.0 MB
  73. 04. Agent-specific threats Prompt injection, jailbreaking, and supply chain vulnerabilities.srt 6.8 KB
  74. 01. Challenges in LLM interpretability, trustworthiness, and ethical usage.mp4 7.2 MB
  75. 01. Challenges in LLM interpretability, trustworthiness, and ethical usage.srt 2.7 KB
  76. 02. Addressing bias and fairness in AI agents.mp4 14.4 MB
  77. 02. Addressing bias and fairness in AI agents.srt 6.7 KB
  78. 03. Designing responsible AI Governance models and human-in-the-loop (HITL).mp4 13.0 MB
  79. 03. Designing responsible AI Governance models and human-in-the-loop (HITL).srt 6.3 KB
  80. 01. Expanding LLM capabilities and multimodal AI.mp4 16.0 MB
  81. 01. Expanding LLM capabilities and multimodal AI.srt 6.6 KB
  82. 02. Security for LLMs and proactive self-defense.mp4 17.2 MB
  83. 02. Security for LLMs and proactive self-defense.srt 6.9 KB
  84. 03. The roadmap for AI agents in cybersecurity Opportunities and future research.mp4 16.7 MB
  85. 03. The roadmap for AI agents in cybersecurity Opportunities and future research.srt 7.1 KB
  86. 04. Course wrap-up video.mp4 12.4 MB
  87. 04. Course wrap-up video.srt 2.7 KB
  88. Bonus Resources.txt 70 bytes

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