Created
June 29, 2011 02:32
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Pure Python Paillier Homomorphic Cryptosystem
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import math | |
import primes | |
def invmod(a, p): | |
''' | |
http://code.activestate.com/recipes/576737-inverse-modulo-p/ | |
The multiplicitive inverse of a in the integers modulo p. | |
Return b s.t. | |
a * b == 1 mod p | |
''' | |
r = a | |
d = 1 | |
while True: | |
d = ((p // r + 1) * d) % p | |
r = (d * a) % p | |
if r == 1: | |
break | |
else: | |
raise ValueError('%d has no inverse mod %d' % (a, p)) | |
return d | |
class PrivateKey(object): | |
def __init__(self, bits): | |
p = primes.generate_prime(bits / 2) | |
q = primes.generate_prime(bits / 2) | |
n = p * q | |
self.lam = (p-1) * (q-1) | |
self.pub = PublicKey(bits, n) | |
self.mu = invmod(self.lam, n) | |
class PublicKey(object): | |
def __init__(self, bits, n): | |
self.bits = bits | |
self.n = n | |
self.n_sq = n * n | |
self.g = n + 1 | |
def encrypt(plain, pub): | |
while True: | |
r = primes.generate_prime(long(round(math.log(pub.n, 2)))) | |
if r > 0 and r < pub.n: | |
break | |
x = pow(r, pub.n, pub.n_sq) | |
cipher = (pow(pub.g, plain, pub.n_sq) * x) % pub.n_sq | |
return cipher | |
def e_add(pub, a, b): | |
return a * b % pub.n_sq | |
def decrypt(cipher, priv): | |
pub = priv.pub | |
x = pow(cipher, priv.lam, pub.n_sq) - 1 | |
plain = ((x // pub.n) * priv.mu) % pub.n | |
return plain |
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import random | |
import sys | |
def ipow(a, b, n): | |
"""calculates (a**b) % n via binary exponentiation, yielding itermediate | |
results as Rabin-Miller requires""" | |
A = a = long(a % n) | |
yield A | |
t = 1L | |
while t <= b: | |
t <<= 1 | |
# t = 2**k, and t > b | |
t >>= 2 | |
while t: | |
A = (A * A) % n | |
if t & b: | |
A = (A * a) % n | |
yield A | |
t >>= 1 | |
def rabin_miller_witness(test, possible): | |
"""Using Rabin-Miller witness test, will return True if possible is | |
definitely not prime (composite), False if it may be prime.""" | |
return 1 not in ipow(test, possible-1, possible) | |
smallprimes = (3,5,7,11,13,17,19,23,29,31,37,41,43, | |
47,53,59,61,67,71,73,79,83,89,97) | |
def default_k(bits): | |
return max(64, 2 * bits) | |
def is_probably_prime(possible, k=None): | |
if k is None: | |
k = default_k(possible.bit_length()) | |
for i in smallprimes: | |
if possible % i == 0: | |
return False | |
for i in xrange(k): | |
test = random.randrange(2, possible) | 1 | |
if rabin_miller_witness(test, possible): | |
return False | |
return True | |
def generate_prime(bits, k=None): | |
"""Will generate an integer of b bits that is probably prime | |
(after k trials). Reasonably fast on current hardware for | |
values of up to around 512 bits.""" | |
assert bits >= 8 | |
if k is None: | |
k = default_k(bits) | |
while True: | |
possible = random.randrange(2 ** (bits-1) + 1, 2 ** bits) | 1 | |
if is_probably_prime(possible, k): | |
return possible |
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from paillier import * | |
print "Generating keypair..." | |
priv = PrivateKey(128) | |
pub = priv.pub | |
x = 3 | |
print "x =", x | |
print "Encrypting x..." | |
ex = encrypt(x, pub) | |
print "ex =", ex | |
y = 5 | |
print "y =", y | |
print "Encrypting y..." | |
ey = encrypt(y, pub) | |
print "ey =", ey | |
print "Computing ex + ey..." | |
er = e_add(pub, ex, ey) | |
print "er =", er | |
print "Decrypting er..." | |
r = decrypt(er, priv) | |
print "r =", r |
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