{"data":{"id":"828147ad-7e0a-4499-a87f-a87f85c09a78","title":"Google Colab AI: Data Leakage Through Image Rendering Fixed. Some Risks Remain.","summary":"Google Colab AI (now called Gemini in Colab) had a vulnerability where data could leak through image rendering, discovered in November 2023. The system prompt (hidden instructions that control how an AI behaves) specifically warned the AI not to render images, suggesting this was a known risk that Google tried to prevent.","solution":"N/A -- no mitigation discussed in source.","labels":["security","privacy"],"sourceUrl":"https://embracethered.com/blog/posts/2024/google-colab-image-render-exfil/","publishedAt":"2024-07-25T05:00:25.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"medium","attackType":["data_extraction","pii_leakage"],"issueType":"news","affectedPackages":null,"affectedVendors":["Google"],"affectedVendorsRaw":["Google Colab","Gemini in Colab"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality"],"aiComponentTargeted":"api","llmSpecific":true,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":null}}