The paper provides a lifecycle-based systematization of LLM vulnerabilities across data collection, pretraining, alignment, packaging, retrieval, prompting, tool execution, and deployment, mapping them to security objectives and identifying open problems.
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A Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open Problems
The paper provides a lifecycle-based systematization of LLM vulnerabilities across data collection, pretraining, alignment, packaging, retrieval, prompting, tool execution, and deployment, mapping them to security objectives and identifying open problems.