Multilayer feedforward networks are universal approximators
Neural Networks
Linear cryptanalysis method for DES cipher
EUROCRYPT '93 Workshop on the theory and application of cryptographic techniques on Advances in cryptology
New types of cryptanalytic attacks using related keys
EUROCRYPT '93 Workshop on the theory and application of cryptographic techniques on Advances in cryptology
Differential-linear cryptanalysis and threshold signatures
Differential-linear cryptanalysis and threshold signatures
On the security of multiple encryption
Communications of the ACM
Differential Cryptanalysis of the Full 16-Round DES
CRYPTO '92 Proceedings of the 12th Annual International Cryptology Conference on Advances in Cryptology
Analysis of Neural Cryptography
ASIACRYPT '02 Proceedings of the 8th International Conference on the Theory and Application of Cryptology and Information Security: Advances in Cryptology
State of the Art in Applied Cryptography, Course on Computer Security and Industrial Cryptography - Revised Lectures
FSE '98 Proceedings of the 5th International Workshop on Fast Software Encryption
Chosen-plaintext cryptanalysis of a clipped-neural-network-based chaotic cipher
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Related-key and meet-in-the-middle attacks on Triple-DES and DES-EXE
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
A remote password authentication scheme for multiserver architecture using neural networks
IEEE Transactions on Neural Networks
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In this paper, we apply a new cryptanalytic attack on DES and Triple-DES. The implemented attack is a known-plaintext attack based on neural networks. In this attack we trained a neural network to retrieve plaintext from ciphertext without retrieving the key used in encryption. The attack was practically, and successfully, applied on DES and Triple-DES. This attack required an average of 211 plaintext-ciphertext pairs to perform cryptanalysis of DES in an average duration of 51 minutes. For the cryptanalysis of Triple-DES, an average of only 212 plaintext-ciphertext pairs was required in an average duration of 72 minutes. As compared to other attacks, this attack is an improvement in terms of number of known-plaintexts required, as well as the time required to perform the complete attack.