Multiple Data Type Encryption Using Genetic Neural Network
<p>The aim of this research is to build a ciphering system by using genetic neural network technique to protect data against unauthorized access to the data being transferred.</p><p>The encryption data includes three stages: first Stage :- Using the genetic algorithm to train backp...
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| Format: | Article |
| Language: | English |
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Tikrit University
2015-02-01
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| Series: | Tikrit Journal of Engineering Sciences |
| Subjects: | |
| Online Access: | http://www.tj-es.com/ojs/index.php/tjes/article/view/177 |
| _version_ | 1797708016874684416 |
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| author | Raid7 Al-Nima Ali N. Hamed Ali N. Hamad Ridwaan Y. Srdeeq |
| author_facet | Raid7 Al-Nima Ali N. Hamed Ali N. Hamad Ridwaan Y. Srdeeq |
| author_sort | Raid7 Al-Nima Ali N. Hamed |
| collection | DOAJ |
| description | <p>The aim of this research is to build a ciphering system by using genetic neural network technique to protect data against unauthorized access to the data being transferred.</p><p>The encryption data includes three stages: first Stage :- Using the genetic algorithm to train backpropagation neural network for obtaining weights. Second Stage:- Encryption data by using the weights obtained from first backpropagation layer and consider its weights as a encrypted key. third Stage:- Decryption data by using the weights obtained from second backpropagation layer and consider its weights as a decrypted key.</p><p>This system is similar to coding asymmetric, and have the ability of coding a group of data such as:- pictures, waves and texts.</p> |
| first_indexed | 2024-03-12T06:16:07Z |
| format | Article |
| id | doaj.art-c2bae4532f084aebab1841cd3e41e8a4 |
| institution | Directory Open Access Journal |
| issn | 1813-162X 2312-7589 |
| language | English |
| last_indexed | 2024-03-12T06:16:07Z |
| publishDate | 2015-02-01 |
| publisher | Tikrit University |
| record_format | Article |
| series | Tikrit Journal of Engineering Sciences |
| spelling | doaj.art-c2bae4532f084aebab1841cd3e41e8a42023-09-03T02:37:09ZengTikrit UniversityTikrit Journal of Engineering Sciences1813-162X2312-75892015-02-011725157119Multiple Data Type Encryption Using Genetic Neural NetworkRaid7 Al-Nima Ali N. HamedAli N. HamadRidwaan Y. Srdeeq<p>The aim of this research is to build a ciphering system by using genetic neural network technique to protect data against unauthorized access to the data being transferred.</p><p>The encryption data includes three stages: first Stage :- Using the genetic algorithm to train backpropagation neural network for obtaining weights. Second Stage:- Encryption data by using the weights obtained from first backpropagation layer and consider its weights as a encrypted key. third Stage:- Decryption data by using the weights obtained from second backpropagation layer and consider its weights as a decrypted key.</p><p>This system is similar to coding asymmetric, and have the ability of coding a group of data such as:- pictures, waves and texts.</p>http://www.tj-es.com/ojs/index.php/tjes/article/view/177Encryption , Decryption , Genetic , Neural network , Genetic neural network. |
| spellingShingle | Raid7 Al-Nima Ali N. Hamed Ali N. Hamad Ridwaan Y. Srdeeq Multiple Data Type Encryption Using Genetic Neural Network Tikrit Journal of Engineering Sciences Encryption , Decryption , Genetic , Neural network , Genetic neural network. |
| title | Multiple Data Type Encryption Using Genetic Neural Network |
| title_full | Multiple Data Type Encryption Using Genetic Neural Network |
| title_fullStr | Multiple Data Type Encryption Using Genetic Neural Network |
| title_full_unstemmed | Multiple Data Type Encryption Using Genetic Neural Network |
| title_short | Multiple Data Type Encryption Using Genetic Neural Network |
| title_sort | multiple data type encryption using genetic neural network |
| topic | Encryption , Decryption , Genetic , Neural network , Genetic neural network. |
| url | http://www.tj-es.com/ojs/index.php/tjes/article/view/177 |
| work_keys_str_mv | AT raid7alnimaalinhamed multipledatatypeencryptionusinggeneticneuralnetwork AT alinhamad multipledatatypeencryptionusinggeneticneuralnetwork AT ridwaanysrdeeq multipledatatypeencryptionusinggeneticneuralnetwork |