{"data":{"id":"abff6dd6-6cb5-4174-951d-af8b57aa2799","title":"Google DeepMind and Singapore Government collaborate to build fine-tuned AI model for scam detection","summary":"Google DeepMind and GovTech Singapore fine-tuned a lightweight Gemma model on local scam conversations to detect manipulative conversational patterns on-device. The two-stage pipeline screens inbound messages with a low-power classifier, then analyzes a larger conversation snapshot to confirm threats. The model was developed within GovTech Singapore's managed GCP environment and excluded personally identifiable information.","solution":"N/A -- no mitigation discussed in source.","labels":["safety","industry"],"sourceUrl":"https://deepmind.google/blog/on-device-ai-scam-detection-mddi/","publishedAt":"2026-10-14T02:00:14.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":["Google"],"affectedVendorsRaw":["Google DeepMind","Gemma","GovTech Singapore"],"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":"2026-10-14T02:00:14.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":true,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":null}}