Udemy - OWASP Top 10 for LLM Applications (2025)

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Added 1 year ago by freecoursewb in Other
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Udemy - OWASP Top 10 for LLM Applications (2025)

Torrent Contents Size: 3.9 GB

Udemy - OWASP Top 10 for LLM Applications (2025)
▼ show more 59 files
1 -Common examples of vulnerabilities(PII leakage, proprietary algorithm exposure.).mp4
MP4
78.7 MB
1 -Detailed explanation of prompt injection vulnerabilities.mp4
MP4
42.3 MB
1 -Introduction to LLMs and their applications.mp4
MP4
53.1 MB
1 -Risks associated with excessive and uncontrolled LLM usage.mp4
MP4
55.2 MB
1 -Risks associated with improper handling of LLM outputs.mp4
MP4
49.2 MB
1 -Summary of key security principles for LLM applications.mp4
MP4
37.2 MB
1 -Supply chain vulnerabilities in LLM development and deployment.mp4
MP4
109 MB
1 -The concept of agency in LLM systems and associated risks.mp4
MP4
57.3 MB
1 -The issue of misinformation generated by LLMs.mp4
MP4
78.8 MB
1 -Understanding data and model poisoning attacks.mp4
MP4
29.2 MB
1 -Vulnerabilities related to vector and embedding usage in LLM applications.mp4
MP4
44 MB
1 -Vulnerability of system prompt leakage.mp4
MP4
34.4 MB
2 -Causes and potential impacts of misinformation.mp4
MP4
96.4 MB
2 -Emerging trends and future challenges in LLM security.mp4
MP4
48.6 MB
2 -How poisoning can impact LLM behavior and security.mp4
MP4
44.7 MB
2 -Overview of security challenges specific to LLM applications.mp4
MP4
28.2 MB
2 -Prevention and mitigation strategies for supply chain risks.mp4
MP4
50.5 MB
2 -Risks associated with exposing system prompts.mp4
MP4
36.6 MB
2 -Risks of excessive functionality, permissions, and autonomy.mp4
MP4
52.6 MB
2 -Risks of unauthorized access, data leakage, and poisoning.mp4
MP4
53.3 MB
2 -Types of prompt injection (direct and indirect).mp4
MP4
52.5 MB
2 -Understanding the risks of sensitive information disclosure in LLM applications.mp4
MP4
102.2 MB
2 -Vulnerabilities such as XSS, SQL injection, and remote code execution.mp4
MP4
41.6 MB
2 -Vulnerabilities that can lead to denial of service, economic losses, etc.mp4
MP4
60.5 MB
3 -Introduction to the OWASP Top 10 LLM Applications list.mp4
MP4
39.8 MB
3 -Potential impacts of prompt injection attacks.mp4
MP4
60.1 MB
3 -Prevention and mitigation strategies (sanitization, access controls, etc.).mp4
MP4
60.6 MB
3 -Prevention and mitigation strategies.mp4
MP4
47.7 MB
3 -Resources and further learning.mp4
MP4
38.1 MB
3 -SBOMs in detail explanation of Software Bill of Materials (SBOMs) and their imp.mp4
MP4
52.3 MB
4 -Agentic systems explanation of LLM agents, their benefits, and risks.mp4
MP4
41.4 MB
4 -Data minimization importance of minimizing sensitive data collection.mp4
MP4
44.8 MB
4 -Economic denial of service.mp4
MP4
42.4 MB
4 -Embedding security details on securing vector databases and embeddings.mp4
MP4
48.4 MB
4 -Importance of secure LLM development and deployment.mp4
MP4
45.8 MB
4 -Model provenance challenges difficulties in verifying the origin and integrity.mp4
MP4
46 MB
4 -Output encoding examples code examples for different contexts (e.g., HTML, SQL).mp4
MP4
41.6 MB
4 -Poisoning scenarios across the lifecycle poisoning in training and fine-tuning.mp4
MP4
47.6 MB
4 -Prevention and mitigation strategies.mp4
MP4
59.2 MB
4 -Prompt engineering risks how prompt engineering can extract system prompts.mp4
MP4
40.9 MB
4 -Secure LLM development lifecycle integrating security into every stage.mp4
MP4
45.9 MB
4 -The spectrum of misinformation.mp4
MP4
82 MB
5 -Backdoor attacks detail on how backdoors are inserted.mp4
MP4
40.6 MB
5 -Defense in depth for prompts.mp4
MP4
54.6 MB
5 -Emerging technologies.mp4
MP4
57.1 MB
5 -Evolution of prompt injection techniques and their increasing sophistication.mp4
MP4
53.4 MB
5 -Governance and policy importance of clear policies for using third-party LLMs.mp4
MP4
46.7 MB
5 -Impact on specific domains.mp4
MP4
99.4 MB
5 -Least privilege in depth detailed guidance on implementing least privilege.mp4
MP4
64 MB
5 -Privacy-enhancing technologies - PET.mp4
MP4
58.8 MB
5 -RAG security best practices.mp4
MP4
58 MB
5 -Rate limiting strategies.mp4
MP4
44.1 MB
5 -Real-world case studies of successfulunsuccessful LLM implementations.mp4
MP4
68.9 MB
5 -Real-world exploits detail cases where improper output handling led to breaches.mp4
MP4
53.2 MB
6 -Authorization frameworks best practices for managing authorization in LLM.mp4
MP4
44.6 MB
6 -Common LLM application architectures (e.g., RAG).mp4
MP4
69.2 MB
6 -Detection and mitigation techniques.mp4
MP4
112.6 MB
6 -Emerging research.mp4
MP4
57.9 MB
6 -Impact deep dive specific examples.mp4
MP4
64.9 MB
6 -Legal and compliance legal implications of sensitive data disclosure.mp4
MP4
68.8 MB
6 -Model extraction defenses.mp4
MP4
52 MB
6 -Robustness testing need for rigorous testing to detect poisoning effects.mp4
MP4
45.1 MB
6 -Secure design principles.mp4
MP4
52.4 MB
6 -The role of standards and regulations.mp4
MP4
49.8 MB
7 -Defense-in-depth combining input validation, output filtering, and human review.mp4
MP4
58.3 MB
7 -The threat landscape motivations of attackers targeting LLM applications.mp4
MP4
58 MB
Bonus Resources.txt
TXT
102.4 B
Get Bonus Downloads Here.url
URL
204.8 B

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