A random number generation method based on discrete time chaotic maps
| Title | A random number generation method based on discrete time chaotic maps |
| Publication Type | Conference Paper |
| Year of Publication | 2017 |
| Authors | Boyacı, O., Tantuğ, A. C. |
| Conference Name | 2017 IEEE 60th International Midwest Symposium on Circuits and Systems (MWSCAS) |
| Date Published | Aug. 2017 |
| Publisher | IEEE |
| ISBN Number | 978-1-5090-6389-5 |
| Keywords | bifurcation, chaos, chaotic cryptography, chaotic signal, composability, Correlation, cryptography, Entropy, field programmable analog arrays, field programmable analogue arrays, field programmable digital arrays, field programmable gate arrays, FIPS 140-2, FPAA-FPGA, Mathematical model, Metrics, NIST 800-22 randomness test, piecewise linear one dimensional discrete time chaotic maps, piecewise linear techniques, pubcrawl, random number generation, random number generation method, random number generator, Resiliency, statistical test, statistical testing, steganography |
| Abstract | In this paper a random number generation method based on a piecewise linear one dimensional (PL1D) discrete time chaotic maps is proposed for applications in cryptography and steganography. Appropriate parameters are determined by examining the distribution of underlying chaotic signal and random number generator (RNG) is numerically verified by four fundamental statistical test of FIPS 140-2. Proposed design is practically realized on the field programmable analog and digital arrays (FPAA-FPGA). Finally it is experimentally verified that the presented RNG fulfills the NIST 800-22 randomness test without post processing. |
| URL | https://ieeexplore.ieee.org/document/8053147 |
| DOI | 10.1109/MWSCAS.2017.8053147 |
| Citation Key | boyaci_random_2017 |
- FPAA-FPGA
- Steganography
- statistical testing
- statistical test
- Resiliency
- random number generator
- random number generation method
- random number generation
- pubcrawl
- piecewise linear techniques
- piecewise linear one dimensional discrete time chaotic maps
- NIST 800-22 randomness test
- Metrics
- Mathematical model
- bifurcation
- FIPS 140-2
- field programmable gate arrays
- field programmable digital arrays
- field programmable analogue arrays
- field programmable analog arrays
- Entropy
- Cryptography
- Correlation
- composability
- chaotic signal
- chaotic cryptography
- chaos