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A Key Agreement Protocol based on Spiking Neural P systems with Anti-SpikesKey Agreement • June 10th, 2022
Abstract. Spiking Neural P systems, SN P systems for short, have found various applications over time. Perhaps the most important ap- plication to date is in the area of artificial intelligence where SN P sys- tems are significant models of the third generation of neural networks. Another application of SN P systems that has not been researched much is cryptography. SN P systems can be used as computational devices on which various cryptographic algorithms can be implemented. Many of the machine learning algorithms that are applied in cryptography are based on neural networks which can be implemented using SN P sys- tems. In this paper, we propose a new type of SN P system called Anti Spiking Neural Tree Parity Machine. The system is inspired by the way in which a Tree Parity Machine works and is constructed using SN P sys- tems with anti-spikes. Based on the new system we propose a novel key agreement protocol that allows two parties to communicate over a public channel and obtain a s
