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A Generic Model of the Pseudo-Random Generator Based on Permutations Suitable for Security Solutions in
Tomislav Unkašević1, Zoran Banjac1, Milan Milosavljević2
1VLATACOM Institute, 11070 Belgrade, Serbia.
This study introduces an efficient pseudo-random generator for data protection. The proposed generator offers uniform distribution, no correlation, and extended periodicity, enhancing security in constrained environments.
Area of Science:
- Computer Science
- Cryptography
- Information Theory
Background:
- Symmetric cryptography is crucial for data protection.
- Pseudo-random generators significantly impact security solution effectiveness.
- Security efficiency is vital in computationally constrained environments.
Purpose of the Study:
- To design a novel, efficient pseudo-random generator.
- To analyze the generator's characteristics using probabilistic, information-theoretic, and number theory methods.
Main Methods:
- Probabilistic analysis
- Information-theoretic analysis
- Number theory methods
Main Results:
- Derived conditions for uniform output distribution.
- Established conditions for zero correlation between parameterizing and output sequences.
- Demonstrated that mutual information tends to zero as sequence length increases.
- Showed that the generated sequence period can significantly exceed parameterizing sequence periods.
Conclusions:
- The proposed pseudo-random generator exhibits desirable security characteristics.
- Efficiency can be achieved by using established generators like multiple linear feedback shift registers as parameterizing sequences.
- The design is suitable for security applications, especially in resource-constrained settings.
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