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Vulnerabilities of Language ModelsEric WallaceElectrical Engineering and Computer Sciences University of California, Berkeley Technical Report No. UCB/EECS20258 http://www2.eecs.berkeley.edu/Pubs/TechRpts/2025/EECS20258.htmlFebruary
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What is vulnerabilities of language models?
Vulnerabilities of language models refer to weaknesses or flaws in their algorithms that can be exploited, leading to incorrect outputs, biased results, or malicious use.
Who is required to file vulnerabilities of language models?
Researchers, developers, and organizations that create or use language models are typically required to file any identified vulnerabilities to ensure safety and ethical use.
How to fill out vulnerabilities of language models?
To fill out vulnerabilities, individuals should document the nature of the vulnerability, its potential impact, steps to reproduce it, and any suggested mitigations or fixes.
What is the purpose of vulnerabilities of language models?
The purpose of documenting vulnerabilities is to enhance the safety and reliability of language models, inform users about risks, and promote development of more robust systems.
What information must be reported on vulnerabilities of language models?
Information that must be reported includes the description of the vulnerability, its severity, affected systems, potential consequences, and recommendations for remediation.
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