Using recurrent neural network for hash function generation
| dc.contributor.author | Turčaník, Michal | |
| dc.contributor.editor | Pinker, Jiří | |
| dc.date.accessioned | 2019-10-17T05:20:46Z | |
| dc.date.available | 2019-10-17T05:20:46Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract-translated | Effective generation of hash function is very important for an achievement of a security of today networks. A cryptographic hash function is a transformation that takes an input and returns a fixed-size value, which is called the hash value. A recurrent neural network, as a possible approach, could be used for the hash function generation. The performance of the recurrent neural network (RNN) was validated by software implementation of RNN for given network configuration. The principles of recurrent neural networks and the possibility of using recurrent neural network for hashing are presented in the article. For analysis of RNN were created testing sets on the base of several examples of general texts. In the paper were tested RNNs with three layers. | en |
| dc.format | 4 s. | cs |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | 2017 International Conference on Applied Electronics: Pilsen, 5th – 6th September 2017, Czech Republic, p.253-256. | en |
| dc.identifier.isbn | 978–80–261–0641–8 (Print) | |
| dc.identifier.isbn | 978–80–261–0642–5 (Online) | |
| dc.identifier.issn | 1803–7232 (Print) | |
| dc.identifier.issn | 1805–9597 (Online) | |
| dc.identifier.uri | http://hdl.handle.net/11025/35448 | |
| dc.language.iso | en | en |
| dc.publisher | Západočeská univerzita v Plzni | cs |
| dc.rights | © Západočeská univerzita v Plzni | cs |
| dc.rights.access | openAccess | en |
| dc.subject | hashovací funkce | cs |
| dc.subject | opakující se neuronová síť | cs |
| dc.subject.translated | hash function | en |
| dc.subject.translated | recurrent neural network | en |
| dc.title | Using recurrent neural network for hash function generation | en |
| dc.type | konferenční příspěvek | cs |
| dc.type | conferenceObject | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
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