OpenDP
AI Security & Safety · Free + paid
Differential privacy library for data analysis
At a glance
- Made by
- OpenDP (Harvard-based community)
- Korean
- None (English and a few others only)
- API
- Yes
- Available on
- CLI
- Open source
- MIT
- GitHub
- 440 stars · MIT
What is OpenDP?
OpenDP is a community effort to build open-source tools for statistical analysis of sensitive personal data. It gives the individuals in the data the strict protection of differential privacy, and gives researchers statistically valid analysis methods. The OpenDP library is a collection of statistical algorithms that follow the definition of differential privacy, implemented in Rust with Python and R bindings. It states that it is still under development and releases new versions frequently.
- Modular collection of statistical algorithms that preserve differential privacy
- Building privacy-preserving computation apps with multiple privacy models
- Rust implementation, Python and R bindings
- Install as a pip / R package
- User guide and Python API documentation provided
Who uses OpenDP and for what
- For researchers to analyze confidential data with differential privacy
- Applying privacy preservation at institutions that need to share data
Pricing
Open source (free)
MIT 라이선스 오픈소스 라이브러리, 커뮤니티·후원 기반이며 유료 플랜 안내 없음
공식 페이지 확인 2026-10-14(산출 규칙 2026-10-15)
AI tools similar to OpenDP (alternatives)
OpenDP vs. alternatives at a glance
| AI | Pricing | Combos on the map | Connected tools | Free | Cheapest monthly | Korean |
|---|---|---|---|---|---|---|
| OpenDP | Free + paid | 0 | 3 | — | — | No |
| Microsoft Presidio | Free + paid | 0 | 3 | — | — | No |
| PySyft | Free + paid | 0 | 3 | — | — | No |
| TensorFlow Privacy | Free + paid | 0 | 3 | Yes | — | Yes |
1 of these 4 tools have a free plan.
Combo and connection counts are based on the relationships recorded on AI Galaxy Map (2026-10-26); they are not a quality ranking.
OpenDP on AI Galaxy Map
- One of 21 AI tools in the AI Security & Safety field.
- Connected to 3 other tools — #15 in its field.
Frequently asked questions
Can I use OpenDP for free?
Open source (free). Prices can change, so check the official site before paying.
What AI can I use instead of OpenDP?
Tools that do the same job, such as Microsoft Presidio, PySyft, TensorFlow Privacy, are connected to it on the map.
Can I use OpenDP in Korean?
None (English and a few others only)
Sources (official pages)
Checked on the official pages on 2026-10-14. Prices and features can change, so check the official site again before paying.