Python private_console_input示例

示例#1

文件： rtt-millionaire-console.py 项目： 00make/Rosetta-zh

#!/usr/bin/env python3
import latticex.rosetta as rtt
import tensorflow as tf

rtt.activate("SecureNN")
Alice = tf.Variable(rtt.private_console_input(0))
Bob = tf.Variable(rtt.private_console_input(1))
res = tf.greater(Alice, Bob)
with tf.Session() as sess:
    sess.run(tf.global_variables_initializer())
    res = sess.run(res)
    print('ret:', sess.run(rtt.SecureReveal(res)))  # ret: 1.0

rtt.deactivate()

示例#2

文件： rosetta_demo.py 项目： zhou929458522/Rosetta

#!/usr/bin/env python3

# Import rosetta package
import latticex.rosetta as rtt
import tensorflow as tf

# You can activate a backend protocol, here we use SecureNN
rtt.activate("SecureNN")

# Get private data from every party
matrix_a = tf.Variable(rtt.private_console_input(0, shape=(3, 2)))
matrix_b = tf.Variable(rtt.private_console_input(1, shape=(2, 1)))
matrix_c = tf.Variable(rtt.private_console_input(2, shape=(1, 4)))

# Just use the native tf.matmul operation.
cipher_result = tf.matmul(tf.matmul(matrix_a, matrix_b), matrix_c)

# Start execution
with tf.Session() as sess:
    sess.run(tf.global_variables_initializer())
    # Take a glance at the ciphertext
    cipher_result_v = sess.run(cipher_result)
    print('local ciphertext result:', cipher_result_v)
    # Set only party a and c can get plain result
    a_and_c_can_get_plain = 0b101
    # Get the result of Rosetta matmul
    print('plaintext matmul result:',
          sess.run(rtt.SecureReveal(cipher_result, a_and_c_can_get_plain)))

示例#3

文件： rosetta_demo_zkp.py 项目： junjiequ123/Rosetta

#!/usr/bin/env python3

# Import rosetta package
import latticex.rosetta as rtt
import tensorflow as tf

# You can activate a backend protocol, here we use Mystique
rtt.activate("Mystique")

# P0 is the Prover, providing all the witnesses(private), and
# P1 is the Verifier
matrix_a = tf.Variable(rtt.private_console_input(0, shape=(3, 2)))
matrix_b = tf.Variable(rtt.private_console_input(0, shape=(2, 3)))

# Just use the native tf.matmul operation.
cipher_result = tf.matmul(matrix_a, matrix_b)

# Start execution
with tf.Session() as sess:
    sess.run(tf.global_variables_initializer())
    # Take a glance at the ciphertext
    cipher_result_v = sess.run(cipher_result)
    print('local ciphertext result:', cipher_result_v)
    # Get the result of Rosetta matmul
    print('plaintext result:', sess.run(rtt.SecureReveal(cipher_result)))

rtt.deactivate()