A Guide to the OWASP Top 10 for LLMs
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In this video, we explain the OWASP top 10 vulnerabilities for large language models (LLMs) and their mitigations.Whether you're using LLMs for internal work or customer-facing applications, ensure you're safeguarded against these common threats. Learn the latest exploit techniques and defensive strategies to keep your AI models secure. Join us to explore real-world examples and practical defenses.
00:00 Introduction to LLM Vulnerabilities
00:49 Understanding Prompt Injection
01:51 Sensitive Information Disclosure
02:39 Supply Chain Risks in LLMs
03:54 Data and Model Poisoning
05:03 Improper Output Handling
06:03 Excessive Agency in LLMs
07:02 System Prompt Leakage
08:05 Vector and Embedding Weaknesses
08:57 Misinformation and Hallucinations
09:59 Unbounded Consumption
10:53 Conclusion and Key Takeaways
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