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| Citation key | Ruttor:2004:NCF |
|---|---|
| Author | Andreas Ruttor and Wolfgang Kinzel and Lanir Shacham and Ido Kanter |
| Pages | 046110 |
| Year | 2004 |
| DOI | 10.1103/PhysRevE.69.046110 |
| Journal | Phys. Rev. E |
| Volume | 69 |
| Number | 4 |
| Abstract | Neural cryptography is based on a competition between attractive and repulsive stochastic forces. A feedback mechanism is added to neural cryptography which increases the repulsive forces. Using numerical simulations and an analytic approach, the probability of a successful attack is calculated for different model parameters. Scaling laws are derived which show that feedback improves the security of the system. In addition, a network with feedback generates a pseudorandom bit sequence which can be used to encrypt and decrypt a secret message. |
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