Enabling Multilingual Privacy Policy Audits: Large-Scale Analysis of Spanish Mobile Apps
2026-07-22T07:23:55Z•fec4df2f74de93cc4f81e47eb5de9ac01c74b28034bf8c529c069debbc35bbee
AI-alignmentAI-governanceAI-powered-browsersAI-safetyAndroid-appsEU-languagesLLM-classificationLLM-evaluationSpanish-Google-Playdata-collection-detectiondigital-statecrafteducation-TTXevaluation-deceptionmemory-poisoningmultilingual-NLPnetwork-traffic-analysisnews-summarizationprivacy-auditprivacy-labelsprivacy-policyprompt-injectionsocio-technical-risksurvey-generationteam-assessment-clusteringvalue-lock-in
What happened
This feed collects recent CS/Cy papers (arXiv) spanning multilingual privacy auditing, AI governance, alignment, safety, and socio-technical evaluation. Key paper: an LLM-based multilingual privacy-policy classifier (built from OPP-115 and MAPP translations across all 24 EU languages) attains stable macro-F1 0.91–0.94 and is used to audit 2,611 Android apps from the Spanish Play Store; the audit reveals language-driven transparency gaps (public-sector apps mainly in Spanish; commercial apps often in English) and mismatches between declared policies, privacy labels, and observed network traffic
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_cy
- Record identifier
- fec4df2f74de93cc4f81e47eb5de9ac01c74b28034bf8c529c069debbc35bbee
- Enrichment time
- 2026-07-22T07:23:55Z
- AI-assisted enrichment
- Yes
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