Encrypted control library
Project description
ECLib
This is a Python library for numerical simulation of encrypted control.
Encrypted control
Cybersecurity is a critical issue of networked control systems in a modern society. Encrypted control is a novel concept of control using cryptographic tools for secure computation, such as homomorphic encryption and secret sharing. A control input in an encrypted control system is computed with encrypted data to improve the confidentiality of control systems. ECLib helps researchers and students to implement their new idea of encrypted control.
Install
You can use pip
.
pip install eclib
Examples
Filename | Encryption | Controller | Description |
---|---|---|---|
ElGamal/test.py |
ElGamal | The example of ElGamal encryption | |
ElGamal/enc_state_feedback.py |
ElGamal | State feedback | Encrypted state-feedback |
ElGamal/dynqtz_enc_state_feedback.py |
ElGamal | State feedback | Encrypted state-feedback with dynamic quantizer |
ElGamal/dynqtz_enc_observer.py |
ElGamal | Output feedback | Encrypted output-feedback with dynamic quantizer |
ElGamal/evt_state_feedback.py |
ElGamal | Event-triggered state feedback | Encrypted event-triggered state-feedback with dynamic quantizer |
ElGamal/dynenc_state_feedback.py |
Dynamic ElGamal | State feedback | Encrypted state-feedback using dynamic-key encryption |
Paillier/test.py |
Paillier | The example of Paillier encryption | |
Paillier/enc_state_feedback.py |
Paillier | State feedback | Encrypted state-feedback |
References
- T. Elgamal, "A public key cryptosystem and a signature scheme based on discrete logarithms," in IEEE Transactions on Information Theory, vol. 31, no. 4, pp. 469-472, 1985.
- P. Paillier, "Public-key cryptosystems based on composite degree residuosity classes," in EUROCRYPT, 1999, pp. 223–238.
- K. Kogiso and T. Fujita, "Cyber-security enhancement of networked control systems using homomorphic encryption," in IEEE Conference on Decision and Control, 2015, pp. 6836–6843.
- F. Farokhi, I. Shames, and N. Batterham, "Secure and private control using semi-homomorphic encryption," Control Engineering Practice, vol. 67, pp. 13–20, 2017.
License
BSD License 2.0
Author
Kaoru Teranishi
- E-mail: teranishi (at) uec.ac.jp
- Homepage: https://kaoruteranishi.xyz
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
No source distribution files available for this release.See tutorial on generating distribution archives.
Built Distribution
eclib-0.0.3-py3-none-any.whl
(9.6 kB
view hashes)