[HTML][HTML] The dichotomy of neural networks and cryptography: war and peace

B Zolfaghari, T Koshiba - Applied System Innovation, 2022 - mdpi.com
In recent years, neural networks and cryptographic schemes have come together in war and
peace; a cross-impact that forms a dichotomy deserving a comprehensive review study …

Use of neural networks in cryptography: a review

PP Hadke, SG Kale - … World Conference on Futuristic Trends in …, 2016 - ieeexplore.ieee.org
In cryptography secret information is made unreadable for an unauthorized user. There are
many cryptographic algorithms are available, but they are more complex techniques and …

Encryption based on neural cryptography

S Pattanayak, SA Ludwig - … Conference on Hybrid Intelligent Systems (HIS …, 2018 - Springer
Neural network cryptography is an interesting area of research in the field of computer
science. This paper proposes a new model to encrypt/decrypt a secret code using Neural …

[PDF][PDF] Cryptography based on neural network.

E Volna, M Kotyrba, V Kocian, M Janosek - ECMS, 2012 - scs-europe.net
The goal of cryptography is to make it impossible to take a cipher and reproduce the original
plain text without the corresponding key. With good cryptography, your messages are …

[PDF][PDF] Neural networks and their cryptographic applications

D Pointcheval - Livre des resumes Eurocode Institute for Research in …, 1994 - Citeseer
Identification is a useful cryptographic tool. Since the zero-knowledge theory appeared [3],
several interactive identification schemes have been proposed (in particular Fiat-Shamir [2] …

Approach to design neural cryptography: A generalized architecture and a heuristic rule

N Mu, X Liao, T Huang - Physical Review E—Statistical, Nonlinear, and Soft …, 2013 - APS
Neural cryptography, a type of public key exchange protocol, is widely considered as an
effective method for sharing a common secret key between two neural networks on public …

An approach for designing neural cryptography

N Mu, X Liao - Advances in Neural Networks–ISNN 2013: 10th …, 2013 - Springer
Neural cryptography is widely considered as a novel method of exchanging secret key
between two neural networks through mutual learning. This paper puts forward a …

[PDF][PDF] Design of an efficient neural key generation

RM Jogdand, SS Bisalapur - International Journal of Artificial …, 2011 - academia.edu
The goal of any cryptographic system is the exchange of information among the intended
users without any leakage of information to others who may have unauthorized access to it …

Neural networks-based cryptography: A survey

I Meraouche, S Dutta, H Tan, K Sakurai - IEEE Access, 2021 - ieeexplore.ieee.org
A current trend of research focuses on artificial intelligence based cryptography which
although proposed almost thirty years ago could not attract much attention. Abadi and …

[HTML][HTML] Learning perfectly secure cryptography to protect communications with adversarial neural cryptography

M Coutinho, R de Oliveira Albuquerque, F Borges… - Sensors, 2018 - mdpi.com
Researches in Artificial Intelligence (AI) have achieved many important breakthroughs,
especially in recent years. In some cases, AI learns alone from scratch and performs human …