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Classroom Contents
Guarding LLM and NLP APIs: A Trailblazing Odyssey for Enhanced Security - Podcast #190
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- 1 [] Ads' preferred coffee
- 2 [] Takeaways
- 3 [] Please like, share, and subscribe to our MLOps channels!
- 4 [] Security and vulnerabilities
- 5 [] Work at Cohere and OWASP
- 6 [] Previous work vs LLMs Companies
- 7 [] LLM vulnerabilities
- 8 [] Good qualities to combat prompt injection problems
- 9 [] Data lineage
- 10 [] Red teaming
- 11 [] Freakiest LLM vulnerabilities
- 12 [] Severe Autonomy Concerns
- 13 [] Hallucinations
- 14 [] Prompt injection
- 15 [] Vector attacks to be recognized
- 16 [] LLMs being customed
- 17 [] Security changes due to maturity
- 18 [] OWASP Top 10 for Large Language Model Applications
- 19 [] Gandalf game
- 20 [] Prompt injection attack
- 21 [] Overlapping security
- 22 [] Data poisoning
- 23 [] Toxic data for LLMs
- 24 [] Wrap up
