WORK ITEM: Repo for Data Minimization and selective disclosure
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Apr 12, 2022 - HTML
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data-minimization
Here are 32 public repositories matching this topic...
Local-first AI WAF, compliance gate, and cryptographic provenance engine for agentic workflows. Intercepts payloads, slashes token spend via Prose-Tax minimization, and mints tamper-evident audit chains on local silicon.
threat-modeling edge-computing compliance-as-code security-gateway data-minimization zero-trust-architecture token-optimization sovereign-ai local-first-ai ai-waf append-only-ledger crytographic-provenance secure-ingestion software-defined-perimter local-silicon
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Jul 13, 2026 - Python
Contains all the code used and submitted for the indiviual assignments of the Data Protection Technologies (https://coursecatalogue.uva.nl/xmlpages/page/2023-2024-en/search-course/course/110258) as part of the MSc in Computer Science (Big Data Engineering track).
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Oct 16, 2023 - Python
A simple data minimization and anonymization microservice wrapped around go-minimizer
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Jan 6, 2020 - Go
Data minimization, pseudonymization, and anonymization helpers for Go
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Dec 14, 2019 - Go
Organizational Cognitive Telemetry (OCT) — a system for capturing sanitized AI interaction telemetry to identify cognitive friction, knowledge gaps, and usage patterns across an organization, without storing sensitive content or individual identities.
observability ai-safety pattern-detection privacy-by-design least-privilege data-minimization responsible-ai ethical-ai human-ai-interaction ai-observability ai-governance enterprise-ai context-management ai-architecture telemetry-systems knowledge-gaps organizational-telemetry prompt-sanitization cognitive-friction insight-systems
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Jan 7, 2026
Source code of IJCB2024 paper "Controllable Privacy in Face Recognition: A Filter-based Approach"
privacy-enhancing-technologies disentanglement gender-bias data-minimization biometrics-facialrecognition
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Apr 4, 2025 - Python
A JavaScript client with a graphical user interface for Kalita, a text-to-speech software with a focus on data minimization and user privacy.
javascript open-source text-to-speech privacy synthesizer tts speech-synthesis on-premises data-minimization
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Jan 24, 2021 - JavaScript
privacy.md — a privacy boundary for personal AI agents, enforced before the data leaves your machine. AGENTS.md tells an agent how to work; privacy.md tells it what it may send.
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Sep 3, 2026 - JavaScript
2026 AI Co-Scientist Challenge Korea(AI 연구 동료 경진대회) /Reproducible experiment code for the AI Co-Scientist Challenge 2026.
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Feb 18, 2026 - Python
A Java speech synthesizer and backend server for Kalita, a text-to-speech software with a focus on data minimization and user privacy.
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Jan 25, 2021 - Java
What happens when privacy law meets skewed data? A reproducible 960-run computational experiment measuring the joint effects of data minimization and class imbalance on ML performance and fairness. PhD dissertation research.
python machine-learning reproducible-research dissertation class-imbalance fairness data-minimization
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Jul 15, 2026 - Jupyter Notebook
Chain-agnostic protocol for W3C Verifiable Credentials with proof-of-concept implementations on Ethereum (Solidity) and IOTA (Move). Credentials are signed off-chain as JWTs, hashes anchored on-chain for tamper-proof verification and transparent revocation. Includes CLI, REST API, and web interface.
privacy credentials ethereum blockchain solidity iota move did self-sovereign-identity decentralized-identity verifiable-credentials data-minimization selective-disclosure w3c-vc merkle-proofs
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Jun 13, 2026 - Python
Large-scale privacy over-collection detector for voice-assistant apps, using LLM embeddings + anomaly detection to flag apps requesting more data than their functionality needs (ICSE 2024)
nlp privacy gdpr voice-assistant anomaly-detection alexa-skills gdpr-compliant data-minimization voice-assistant-skills llm privacy-compliance
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Jul 27, 2026 - Jupyter Notebook
Privacy engineering suite — nine Claude Code skills plus a citation-backed regulatory taxonomy of 29 jurisdictional and sectoral records, bridged by a statutory dissolution map. Compliance is a floor; selective disclosure is the ceiling.
redaction cryptography privacy compliance threat-modeling hipaa opsec gdpr data-protection zero-knowledge dpia privacy-by-design cypherpunk data-minimization ccpa privacy-engineering regulatory-compliance claude-code claude-skills
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Jul 24, 2026 - Rust
A self-hosted program container for cohort-based learning.
open-source education nonprofit self-hosted full-stack learning-management-system stem learning-platform k-12-education privacy-first data-minimization cohort-based-learning
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Sep 4, 2026 - Python
Deterministic, fail-closed business-fact compiler for controlled cloud LLM use in government and enterprise workflows. Synthetic-data MVP; models never own authoritative business facts.
python privacy gateway synthetic-data guardrails data-minimization llm llm-security qwen enterprise-ai ai-gateway government-ai
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Aug 3, 2026 - Python
Citizen-side control layer for AI-agent delegation on the AI Passport: scoped purpose-bound capability tokens, provable revocation via introspection (RFC 7662), and a hash-chained receipt ledger. Real Web Crypto, zero dependencies. AI Passport Ideathon.
privacy web-crypto revocation ai-agents data-minimization consent-receipts capability-tokens ai-passport
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Aug 10, 2026 - JavaScript
Jumbo Orient - Smart Charge Code Inquiry System powered by Local RAG & Semantic Alignment.
semantic-search privacy-by-design data-minimization air-gapped streamlit-app local-rag rag-search zero-data-retention jumbo-orient
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Aug 28, 2026 - Python
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