Download AI Agents for Cybersecurity (2026) Torrent

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AI Agents for Cybersecurity (2026)

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01. Introduction

01. Welcome and course goals.mp4

MP4

16.9 MB

01. Welcome and course goals.srt

SRT

5 KB

02. 1. Introduction to AI and LLMs in Cybersecurity

01. Chapter introduction.mp4

MP4

13 MB

01. Chapter introduction.srt

SRT

3.8 KB

02. The transformative potential of AI and LLMs in cybersecurity.mp4

MP4

15.1 MB

02. The transformative potential of AI and LLMs in cybersecurity.srt

SRT

7 KB

03. 2. Core Concepts of AI Agents

01. What are AI agents Definition, characteristics, and workflow.mp4

MP4

16.3 MB

01. What are AI agents Definition, characteristics, and workflow.srt

SRT

6.8 KB

02. LLMs as the “brain” of AI agents Capabilities and limitations.mp4

MP4

20.8 MB

02. LLMs as the “brain” of AI agents Capabilities and limitations.srt

SRT

8.7 KB

03. Agent autonomy levels in cybersecurity.mp4

MP4

15.4 MB

03. Agent autonomy levels in cybersecurity.srt

SRT

7.7 KB

04. 3. Datasets and Data Handling for AI Agents in Cybersecurity

01. Types of datasets in LLM for security Code-based, text-based, and combined.mp4

MP4

14.8 MB

01. Types of datasets in LLM for security Code-based, text-based, and combined.srt

SRT

9.2 KB

02. Data pre-processing and representation for cybersecurity AI models.mp4

MP4

14.7 MB

02. Data pre-processing and representation for cybersecurity AI models.srt

SRT

9.2 KB

03. Addressing data scarcity LLMs for data augmentation in cybersecurity.mp4

MP4

8.8 MB

03. Addressing data scarcity LLMs for data augmentation in cybersecurity.srt

SRT

2.5 KB

05. 4. AI Agents in Threat Detection

01. Chapter introduction.mp4

MP4

12.4 MB

01. Chapter introduction.srt

SRT

3.6 KB

02. Real-time detection of cyber threats with AI.mp4

MP4

14.9 MB

02. Real-time detection of cyber threats with AI.srt

SRT

7.3 KB

03. Automated vulnerability detection and analysis.mp4

MP4

14.6 MB

03. Automated vulnerability detection and analysis.srt

SRT

7.1 KB

04. Malware analysis and classification with AI agents.mp4

MP4

12.3 MB

04. Malware analysis and classification with AI agents.srt

SRT

6.9 KB

06. 5. AI Agents in Network and Social Engineering Security

01. Network intrusion detection and attack classification.mp4

MP4

15 MB

01. Network intrusion detection and attack classification.srt

SRT

6.5 KB

02. Detecting and defending against phishing attacks and deceptive language.mp4

MP4

13.8 MB

02. Detecting and defending against phishing attacks and deceptive language.srt

SRT

6.1 KB

03. Leveraging AI for threat intelligence and attack surface management.mp4

MP4

13.5 MB

03. Leveraging AI for threat intelligence and attack surface management.srt

SRT

7.4 KB

07. 6. Advanced Analysis Capabilities

01. AI for System Log Analysis and Anomaly Detection.mp4

MP4

14.1 MB

01. AI for System Log Analysis and Anomaly Detection.srt

SRT

7.7 KB

02. Reverse Engineering and Binary Analysis with AI Assistance.mp4

MP4

13.1 MB

02. Reverse Engineering and Binary Analysis with AI Assistance.srt

SRT

8.3 KB

03. AI for understanding security and privacy policies.mp4

MP4

14.9 MB

03. AI for understanding security and privacy policies.srt

SRT

9 KB

08. 7. AI Agents in Incident Response

01. Chapter introduction.mp4

MP4

8.2 MB

01. Chapter introduction.srt

SRT

3.3 KB

02. Automating vulnerability repair and patch generation.mp4

MP4

13.5 MB

02. Automating vulnerability repair and patch generation.srt

SRT

6.8 KB

03. Streamlining incident response workflows and playbooks.mp4

MP4

13.7 MB

03. Streamlining incident response workflows and playbooks.srt

SRT

7.2 KB

04. Post-attack analysis and root cause identification with AI.mp4

MP4

13.1 MB

04. Post-attack analysis and root cause identification with AI.srt

SRT

8 KB

09. 8. Enhancing Security Operations Centres (SOCs) with Agentic AI

01. AI for proactive defense and threat hunting.mp4

MP4

9.1 MB

01. AI for proactive defense and threat hunting.srt

SRT

6 KB

02. AI-powered risk management and predictive analytics.mp4

MP4

12.6 MB

02. AI-powered risk management and predictive analytics.srt

SRT

6.7 KB

03. Optimizing cybersecurity investments and compliance automation.mp4

MP4

13.8 MB

03. Optimizing cybersecurity investments and compliance automation.srt

SRT

7.9 KB

04. Adaptive decision-making and continuous learning in SOC agents.mp4

MP4

12 MB

04. Adaptive decision-making and continuous learning in SOC agents.srt

SRT

8.2 KB

10. 9. Security Risks and Vulnerabilities of AI Agents

01. Chapter introduction.mp4

MP4

11.6 MB

01. Chapter introduction.srt

SRT

3.7 KB

02. Overview of AI agent security challenges The four knowledge gaps.mp4

MP4

15.8 MB

02. Overview of AI agent security challenges The four knowledge gaps.srt

SRT

7.1 KB

03. Inherent AI-related vulnerabilities Adversarial AI, data poisoning, and misalignment.mp4

MP4

14.6 MB

03. Inherent AI-related vulnerabilities Adversarial AI, data poisoning, and misalignment.srt

SRT

8 KB

04. Agent-specific threats Prompt injection, jailbreaking, and supply chain vulnerabilities.mp4

MP4

10 MB

04. Agent-specific threats Prompt injection, jailbreaking, and supply chain vulnerabilities.srt

SRT

6.8 KB

11. 10. Ethical Considerations and Governance Frameworks

01. Challenges in LLM interpretability, trustworthiness, and ethical usage.mp4

MP4

7.2 MB

01. Challenges in LLM interpretability, trustworthiness, and ethical usage.srt

SRT

2.7 KB

02. Addressing bias and fairness in AI agents.mp4

MP4

14.4 MB

02. Addressing bias and fairness in AI agents.srt

SRT

6.7 KB

03. Designing responsible AI Governance models and human-in-the-loop (HITL).mp4

MP4

13 MB

03. Designing responsible AI Governance models and human-in-the-loop (HITL).srt

SRT

6.3 KB

12. 11. Future Directions and Advanced Concepts

01. Expanding LLM capabilities and multimodal AI.mp4	MP4	16 MB
01. Expanding LLM capabilities and multimodal AI.srt	SRT	6.6 KB
02. Security for LLMs and proactive self-defense.mp4	MP4	17.2 MB
02. Security for LLMs and proactive self-defense.srt	SRT	6.9 KB
03. The roadmap for AI agents in cybersecurity Opportunities and future research.mp4	MP4	16.7 MB
03. The roadmap for AI agents in cybersecurity Opportunities and future research.srt	SRT	7.1 KB
04. Course wrap-up video.mp4	MP4	12.4 MB
04. Course wrap-up video.srt	SRT	2.7 KB

04. Multi-agent systems Collaboration and complexity.mp4

MP4

12.1 MB

04. Multi-agent systems Collaboration and complexity.srt

SRT

6.4 KB

05. Memory and learning in AI agents.mp4

MP4

13.1 MB

05. Memory and learning in AI agents.srt

SRT

6 KB

06. Adapting LLMs for cybersecurity Fine-tuning, prompt engineering, and augmentation.mp4

MP4

15 MB

06. Adapting LLMs for cybersecurity Fine-tuning, prompt engineering, and augmentation.srt

SRT

7.5 KB

03. Defining large language models (LLMs) and their architectures.mp4

MP4

29.2 MB

03. Defining large language models (LLMs) and their architectures.srt

SRT

13.1 KB

04. Evolution of AI in cybersecurity From ML to agentic AI.mp4

MP4

15.7 MB

04. Evolution of AI in cybersecurity From ML to agentic AI.srt

SRT

7.2 KB

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AI Agents for Cybersecurity (2026)

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