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Threat Modeling Best Practices
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We find ourselves in a world where our technology is no longer passive and can interact with us on an almost human level. But this technology comes at a price, where attacks can be novel and may not look like what we are accustomed to managing with conventional technology. Attacks arrive not in complex code or binary exploits, but in simple sentences. A simple request such as "Ignore previous instructions and...” can potentially compromise language models, while seemingly innocent training data might harbor instructions waiting to trigger malicious behavior months after deployment. This new threat landscape turns conventional security wisdom on its head. What appears harmless might be lethal, what seems secure might be fundamentally vulnerable, and the most sophisticated attacks often require nothing more than the correct string of words.
Organizations are rushing to find valuable use cases in language models and utilize them to make...
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