-- ============================================================================ -- 🛡️ ROCHESTON AINA PRIVACY & DATA SOVEREIGNTY -- 👤 Creator: Haja Mo -- 🏢 Organization: Rocheston -- 📜 Purpose: Differential Privacy, Data Masking & Ethical AI Governance -- ============================================================================ package soc.privacy.core use crypto, identity, storage, rosecoin, gui, analytics -- ============================================================================ -- 1. PRIVACY PARAMETERS -- ============================================================================ ⚙️ keep PRIVACY_EPSILON: Decimal = 0.1 -- Differential Privacy Budget ⚙️ keep MASKING_ALGO: String = "Format-Preserving-Encryption" ⚙️ keep RESIDENCY_ZONE: String = "Sovereign-Cloud-EU" -- ============================================================================ -- 2. THE PRIVACY FILTER (Anonymization & Tokenization) -- ============================================================================ 🔥 check PrivacyPreservingAnalytics -- Trigger: AINA requests access to 'Level-1' sensitive data for threat hunting ⚠️ when analytics access_request data_classification == "PII" or "PHT" 🔹 set raw_dataset: dataset = event.data_source 🔹 set requestor_context: String = event.intent 🚨 alert info "PRIVACY SHIELD: Intercepting data request. Applying De-Identification." -- ============================================================================ -- 3. THE ANONYMIZATION LAYER (synthetic_data, differential_privacy, masking) -- ============================================================================ ⚡ do -- Action 1: Generate Synthetic Data for non-essential training -- Voice-friendly: "AINA, generate synthetic dataset..." 🔹 set safe_dataset: dataset = analytics generate_synthetic raw_dataset -- Action 2: Apply Differential Privacy (Adding 'Noise' to prevent re-identification) -- This ensures that no individual's data can be singled out from the aggregate. ☁️ analytics apply_noise raw_dataset epsilon PRIVACY_EPSILON -- Action 3: Tokenize Sensitive Fields (SSN, Names, Credit Cards) -- Voice-friendly: "AINA, tokenize PII fields..." ☁️ crypto tokenize raw_dataset fields ["name", "email", "ssn"] algorithm MASKING_ALGO -- Action 4: Verify Data Residency (Sovereignty Check) -- Ensures data never leaves the legally mandated geographic zone. ⚠️ when raw_dataset.location != RESIDENCY_ZONE 🚨 alert critical "SOVEREIGNTY BREACH: Data residency violation! Re-routing to {RESIDENCY_ZONE}." ☁️ storage move_data raw_dataset to RESIDENCY_ZONE 🔴 end -- ============================================================================ -- 4. VISUALIZATION & AUDIT (gui, rosecoin, audit_trail) -- ============================================================================ -- Action 5: Display Privacy Health in the 3D Warroom ✨ gui create_window id "Privacy-Shield" title "Data Sovereignty Monitor" 🎨 gui draw_chart type "Anonymization-Strength" value 99.9 -- Percentage 🔡 draw text "PRIVACY MODE: DIFFERENTIAL-ON" at [centerX, 850] color #00FF99 -- Action 6: Notarize the Privacy Audit on Rosecoin -- Provides immutable proof to regulators (GDPR/CCPA) that privacy was maintained. ⛓️ rosecoin notarize "PRIVACY_ENFORCED_{event.id}" as "ETHICAL_AI_LOG" 📡 notify slack "#privacy-ops" "🔐 *Privacy Shield Verified* \n*Intent:* `{requestor_context}` \n*Technique:* `Differential Privacy + Tokenization` \n*Status:* PII Anonymized. Sovereignty Confirmed." 🔴 end 🔴 end