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10 questions to ask when using AI models to find vulnerabilities ↗ source

May 11, 2026 NCSC Guidance

Summary

Using artificial intelligence to find vulnerabilities can bring added security considerations. There is a new AI model in town, and you are feeling under pressure to use AI to to find vulnerabilities. Everyone is saying it will improve your security, and the board want to hear how many vulnerabilities you have found. So you set up an account with a popular AI model, hand over access to all your code, historic bugs and documentation, HOLD ON! Before you start using an AI model to find vulnerabilities, there are some important questions you should consider. 1. Hopefully your answer is ‘to improve security within my organisation’.

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