Udemy - OWASP Top 10 for LLM Applications (2025)

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Module 1 Introduction to LLM Application Security
• 1 -Introduction to LLMs and their applications.mp4 (53.1 MB)
• 2 -Overview of security challenges specific to LLM applications.mp4 (28.2 MB)
• 3 -Introduction to the OWASP Top 10 LLM Applications list.mp4 (39.8 MB)
• 4 -Importance of secure LLM development and deployment.mp4 (45.8 MB)
• 5 -Real-world case studies of successfulunsuccessful LLM implementations.mp4 (68.9 MB)
• 6 -Common LLM application architectures (e.g., RAG).mp4 (69.2 MB)
• 7 -The threat landscape motivations of attackers targeting LLM applications.mp4 (58.0 MB)
10 - Module 10 LLM092025 – Misinformation
• 1 -The issue of misinformation generated by LLMs.mp4 (78.8 MB)
• 2 -Causes and potential impacts of misinformation.mp4 (96.4 MB)
• 3 -Prevention and mitigation strategies.mp4 (66.7 MB)
• 4 -The spectrum of misinformation.mp4 (82.0 MB)
• 5 -Impact on specific domains.mp4 (99.4 MB)
• 6 -Detection and mitigation techniques.mp4 (112.6 MB)
11 - Module 11 LLM102025 – Unbounded Consumption
• 1 -Risks associated with excessive and uncontrolled LLM usage.mp4 (55.2 MB)
• 2 -Vulnerabilities that can lead to denial of service, economic losses, etc.mp4 (60.5 MB)
• 3 -Prevention and mitigation strategies.mp4 (53.1 MB)
• 4 -Economic denial of service.mp4 (42.4 MB)
• 5 -Rate limiting strategies.mp4 (44.1 MB)
• 6 -Model extraction defenses.mp4 (52.0 MB)
12 - Module 12 Best Practices and Future Trends in LLM Security
• 1 -Summary of key security principles for LLM applications.mp4 (37.2 MB)
• 2 -Emerging trends and future challenges in LLM security.mp4 (48.6 MB)
• 3 -Resources and further learning.mp4 (38.1 MB)
• 4 -Secure LLM development lifecycle integrating security into every stage.mp4 (45.9 MB)
• 5 -Emerging technologies.mp4 (57.1 MB)
• 6 -The role of standards and regulations.mp4 (49.8 MB)
2 - Module 2 LLM012025 – Prompt Injection
• 1 -Detailed explanation of prompt injection vulnerabilities.mp4 (42.3 MB)
• 2 -Types of prompt injection (direct and indirect).mp4 (52.5 MB)
• 3 -Potential impacts of prompt injection attacks.mp4 (60.1 MB)
• 4 -Prevention and mitigation strategies.mp4 (59.2 MB)
• 5 -Evolution of prompt injection techniques and their increasing sophistication.mp4 (53.4 MB)
• 6 -Impact deep dive specific examples.mp4 (64.9 MB)
• 7 -Defense-in-depth combining input validation, output filtering, and human review.mp4 (58.3 MB)
3 - Module 3 LLM022025 – Sensitive Information Disclosure
• 1 -Common examples of vulnerabilities(PII leakage, proprietary algorithm exposure.).mp4 (78.7 MB)
• 2 -Understanding the risks of sensitive information disclosure in LLM applications.mp4 (102.2 MB)
• 3 -Prevention and mitigation strategies (sanitization, access controls, etc.).mp4 (60.6 MB)
• 4 -Data minimization importance of minimizing sensitive data collection.mp4 (44.8 MB)
• 5 -Privacy-enhancing technologies - PET.mp4 (58.8 MB)
• 6 -Legal and compliance legal implications of sensitive data disclosure.mp4 (68.8 MB)
4 - Module 4 LLM032025 – Supply Chain
• 1 -Supply chain vulnerabilities in LLM development and deployment.mp4 (109.0 MB)
• 2 -Prevention and mitigation strategies for supply chain risks.mp4 (50.5 MB)
• 3 -SBOMs in detail explanation of Software Bill of Materials (SBOMs) and their imp.mp4 (52.3 MB)
• 4 -Model provenance challenges difficulties in verifying the origin and integrity.mp4 (46.0 MB)
• 5 -Governance and policy importance of clear policies for using third-party LLMs.mp4 (46.7 MB)
5 - Module 5 LLM042025 – Data and Model Poisoning
• 1 -Understanding data and model poisoning attacks.mp4 (29.2 MB)
• 2 -How poisoning can impact LLM behavior and security.mp4 (44.7 MB)
• 3 -Prevention and mitigation strategies.mp4 (49.2 MB)
• 4 -Poisoning scenarios across the lifecycle poisoning in training and fine-tuning.mp4 (47.6 MB)
• 5 -Backdoor attacks detail on how backdoors are inserted.mp4 (40.6 MB)
• 6 -Robustness testing need for rigorous testing to detect poisoning effects.mp4 (45.1 MB)
6 - Module 6 LLM052025 – Improper Output Handling
• 1 -Risks associated with improper handling of LLM outputs.mp4 (49.2 MB)
• 2 -Vulnerabilities such as XSS, SQL injection, and remote code execution.mp4 (41.6 MB)
• 3 -Prevention and mitigation strategies.mp4 (46.1 MB)
• 4 -Output encoding examples code examples for different contexts (e.g., HTML, SQL).mp4 (41.6 MB)
• 5 -Real-world exploits detail cases where improper output handling led to breaches.mp4 (53.2 MB)
7 - Module 7 LLM062025 – Excessive Agency
• 1 -The concept of agency in LLM systems and associated risks.mp4 (57.3 MB)
• 2 -Risks of excessive functionality, permissions, and autonomy.mp4 (52.6 MB)
• 3 -Prevention and mitigation strategies.mp4 (45.4 MB)
• 4 -Agentic systems explanation of LLM agents, their benefits, and risks.mp4 (41.4 MB)
• 5 -Least privilege in depth detailed guidance on implementing least privilege.mp4 (64.0 MB)
• 6 -Authorization frameworks best practices for managing authorization in LLM.mp4 (44.6 MB)
8 - Module 8 LLM072025 – System Prompt Leakage
• 1 -Vulnerability of system prompt leakage.mp4 (34.4 MB)
• 2 -Risks associated with exposing system prompts.mp4 (36.6 MB)
• 3 -Prevention and mitigation strategies.mp4 (43.5 MB)
• 4 -Prompt engineering risks how prompt engineering can extract system prompts.mp4 (40.9 MB)
• 5 -Defense in depth for prompts.mp4 (54.6 MB)
• 6 -Secure design principles.mp4 (52.4 MB)
9 - Module 9 LLM082025 – Vector and Embedding Weaknesses
• 1 -Vulnerabilities related to vector and embedding usage in LLM applications.mp4 (44.0 MB)
• 2 -Risks of unauthorized access, data leakage, and poisoning.mp4 (53.3 MB)
• 3 -Prevention and mitigation strategies.mp4 (47.7 MB)
• 4 -Embedding security details on securing vector databases and embeddings.mp4 (48.4 MB)
• 5 -RAG security best practices.mp4 (58.0 MB)
• 6 -Emerging research.mp4 (57.9 MB)
• Bonus Resources.txt (0.1 KB)