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Decipherment of Substitution Ciphers with Neural Language Models
Nishant Kambhatla, Anahita Mansouri Bigvand, Anoop Sarkar, 2018. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing.
Replaces n-gram models with neural language models in beam-search decipherment of substitution ciphers and improves the results.
What it's used for here
The cryptanalysis and inductive-methods surveys list it among current decipherment solvers to run against the text.
Cited by on this site 2 records
2 methods surveys
SRCCryptanalysis, inductive methods
Cite it
Kambhatla, N., Mansouri Bigvand, A., & Sarkar, A. (2018). Decipherment of Substitution Ciphers with Neural Language Models. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. https://doi.org/10.18653/v1/d18-1102
@article{kambhatla2018decipherment,
author = {Kambhatla, Nishant and Mansouri Bigvand, Anahita and Sarkar, Anoop},
title = {Decipherment of Substitution Ciphers with Neural Language Models},
journal = {Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing},
year = {2018},
doi = {10.18653/v1/d18-1102},
url = {https://doi.org/10.18653/v1/d18-1102}
}TY - JOUR TI - Decipherment of Substitution Ciphers with Neural Language Models AU - Kambhatla, Nishant AU - Mansouri Bigvand, Anahita AU - Sarkar, Anoop PY - 2018 JO - Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing DO - 10.18653/v1/d18-1102 UR - https://doi.org/10.18653/v1/d18-1102 ER -
Kambhatla, Nishant et al.. “Decipherment of Substitution Ciphers with Neural Language Models.” Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (2018). https://doi.org/10.18653/v1/d18-1102.