{"data":{"id":"d697ddc7-7746-4512-a38a-3a93ba27d7d3","title":"10 questions to ask when using AI models to find vulnerabilities","summary":"The UK's National Cyber Security Centre (NCSC) offers ten questions organisations should consider before using AI models to find vulnerabilities. The guidance stresses that finding vulnerabilities does not by itself improve security, and that basic cyber hygiene such as deploying existing patches matters more. It also recommends prioritising exploitable flaws, weighing risks such as data leakage and model hosting jurisdiction, and keeping skilled staff involved.","solution":"N/A -- no mitigation discussed in source.","labels":["security","industry"],"sourceUrl":"https://www.ncsc.gov.uk/blogs/10-questions-ask-using-ai-models-find-vulnerabilities","publishedAt":"2026-05-11T12:00:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"regulatory","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["AI models"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-05-11T12:00:00.000Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":true,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":null}}