65 citations · 161 across the 5 of their papers we have counts for
6 papers · 1 filter
Neural Synchronization and Cryptography
Andreas Ruttor
Neural networks can synchronize by learning from each other. In the case of discrete weights full synchronization is achieved in a finite number of steps. Additional networks can b…
Dynamics of neural cryptography
Andreas Ruttor, Wolfgang Kinzel, Ido Kanter
Synchronization of neural networks has been used for novel public channel protocols in cryptography. In the case of tree parity machines the dynamics of both bidirectional synchron…
Genetic attack on neural cryptography
Andreas Ruttor, Wolfgang Kinzel, Rivka Naeh +1
Different scaling properties for the complexity of bidirectional synchronization and unidirectional learning are essential for the security of neural cryptography. Incrementing the…
Neural cryptography with queries
Andreas Ruttor, Wolfgang Kinzel, Ido Kanter
Neural cryptography is based on synchronization of tree parity machines by mutual learning. We extend previous key-exchange protocols by replacing random inputs with queries depend…
Synchronization of random walks with reflecting boundaries
Andreas Ruttor, Georg Reents, Wolfgang Kinzel
Reflecting boundary conditions cause two one-dimensional random walks to synchronize if a common direction is chosen in each step. The mean synchronization time and its standard de…
Neural cryptography with feedback
Andreas Ruttor, Wolfgang Kinzel, Lanir Shacham +1
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…