Grasp LLM Safety: Penetration Testing, Pink Teaming & MITRE ATT&CK for Safe Giant Language Fashions
What you’ll study
Perceive the distinctive vulnerabilities of enormous language fashions (LLMs) in real-world purposes.
Discover key penetration testing ideas and the way they apply to generative AI techniques.
Grasp the purple teaming course of for LLMs utilizing hands-on strategies and actual assault simulations.
Analyze why conventional benchmarks fall brief in GenAI safety and study higher analysis strategies.
Dive into core vulnerabilities comparable to immediate injection, hallucinations, biased responses, and extra.
Use the MITRE ATT&CK framework to map out adversarial techniques focusing on LLMs.
Establish and mitigate model-specific threats like extreme company, mannequin theft, and insecure output dealing with.
Conduct and report on exploitation findings for LLM-based purposes.
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