imro832000/neurex

Neural Encryption Networks.

Neurex

How it works

• Uses fast auto-encoders that can encrypt the text.
• We create multiple hashmaps of varying bit length using HashMapGenerator.py.
• Hashmap creation is random. Could be tied to some markov chain as well.
• We learn that hashmap through our autoencoders.
• These autoencoders work simultaneously to provide an encryption. (encrpyter_multiple_loading_running.py file)
• Note multiple autoencders can be generated from hashmaps with different bit length settings. All can be combined.
• Takes < 2mins to create a new network.
• Little slower than normal encryption algos.

Version Supports

• Network V1.01 works for 6 bits for lowercase
• Network V1.11 works for for 8 bits lowercase
• Network V1.2.0 works for 8 bists all characters
• Network V1.2.1 works for 32 bits all characters
• Network V1.2.3 works for 56 bits all characters

Major Update

• Parallel multiple neural network encryption algorithm aded.
• Not chained to processors / GPU yet.