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