A system of symmetric key cryptography using deep learning

Encryption is the process of making data unreadable, whereas decryption is the process of recovering the original data. Good cryptography encrypts data in a way that makes it impossible to conduct a brute force assault on the key or a cryptography method. Many ciphers have been proposed up to this point. But their weaknesses have also been made public. Novel cryptography techniques are therefore quite desirable. Within the suggested project, a symmetric A deep neural network-based cryptography algorithm is created. Our experiments demonstrate that the suggested approach outperforms conventional cryptographic methods and is very difficult to crack, especially when little text files are involved.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-08-30
DOI
https://doi.org/10.5281/zenodo.14921473
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
0.00
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article

A system of symmetric key cryptography using deep learning

Zenodo (CERN European Organization for Nuclear Research)
Chaos-based Image/Signal Encryption
article

A system of symmetric key cryptography using deep learning

article en

Abstract

Encryption is the process of making data unreadable, whereas decryption is the process of recovering the original data. Good cryptography encrypts data in a way that makes it impossible to conduct a brute force assault on the key or a cryptography method. Many ciphers have been proposed up to this point. But their weaknesses have also been made public. Novel cryptography techniques are therefore quite desirable. Within the suggested project, a symmetric A deep neural network-based cryptography algorithm is created. Our experiments demonstrate that the suggested approach outperforms conventional cryptographic methods and is very difficult to crack, especially when little text files are involved.

Zenodo (CERN European Organization for Nuclear Research)
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Openalex Percentile: Top 67%
Chaos-based Image/Signal Encryption
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A system of symmetric key cryptography using deep learning · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS