ICADCML 2021 A Novel Approach to Encrypt Data using Deep Neural Networks
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Mar 25, 2023 - Python
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neural-cryptography
Here are 9 public repositories matching this topic...
Final year project. A GAN based approach to encrypt communication between two symmetrically secure parties.
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Jul 5, 2021 - Python
Implementation of "Learning to Protect Communications with Adversarial Neural Cryptography" in PyTorch
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Nov 10, 2019 - Python
A repository with work on neural cryptography
deep-learning neural-network architecture alice cryptographic bob adversarial-networks neural-cryptography
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May 28, 2020 - Python
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Dec 8, 2022 - Python
Hyperparameter Optimization of Tree Parity Machines to Minimize the Effectiveness of Unconventional Attacks on Neural Cryptography.
tensorflow hyperparameter-optimization tensorboard ray neural-cryptography neural-key-exchange ray-tune
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Dec 26, 2022 - Python
Tree parity machine implementation in c++11
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Jun 24, 2017 - C++
Secure communication system combining Tree Parity Machine neural cryptography, AES-256-GCM authenticated encryption, and a Random Forest IDS that detects MITM and replay attacks in real time.
python flask machine-learning cryptography random-forest intrusion-detection aes-encryption network-security neural-cryptography
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May 18, 2026 - Python
A neural network-based encryption system built with TensorFlow and Keras. It securely transforms plaintext into ciphertext and back, providing strong protection against cryptanalysis and adversarial attacks. Scalable for real-time communication and cloud storage.
python machine-learning deep-learning tensorflow ciphertext block-ciphers neural-cryptography differential-cryptanalysis
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Feb 20, 2025 - Python
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