def test():
sk = SecretKey(500, 2.44e-5, 1024, 2, 10, 3.73e-9, 8, 2, 2.44e-5)
ck = CloudKey(sk)
p = np.random.binomial(1, 0.5)
x = tlweSymEncrypt((p * 2 + -1) * (2**-3), sk.params.alpha, sk.key.trlwe)
y = IdentityKeySwitch(x, ck)
np.set_printoptions(threshold=2000)
if p != tlweSymDecrypt(y, sk.key.tlwe):
print(p)
print(tlweSymDecrypt(y, sk.key.tlwe))
print(i)
exit()
def test():
sk = SecretKey(500, 2.44e-5, 1024, 2, 10, 3.73e-9, 8, 2, 2.44e-5)
ck = CloudKey(sk)
pa = np.random.binomial(1, 0.5)
pb = np.random.binomial(1, 0.5)
ca = tlweSymEncrypt((pa * 2 + -1) * (2**-3), sk.params.alpha, sk.key.tlwe)
cb = tlweSymEncrypt((pb * 2 + -1) * (2**-3), sk.params.alpha, sk.key.tlwe)
res = HomNAND(ca, cb, ck)
y = tlweSymDecrypt(res, sk.key.tlwe)
np.set_printoptions(threshold=2000)
if (pa & pb) ^ 1 != y:
print("FAILED")
print(
tlweSymDecrypt(
np.uint32(np.append(np.zeros(ck.params.n), 2**29)) - ca - cb,
sk.key.tlwe))
print(y)
exit()
from pyFHE.trlwe import trlweSymEncrypt, trlweSymDecrypt
from pyFHE.trgsw import trgswfftSymEncrypt, trgswfftExternalProduct
from pyFHE.key import SecretKey
from pyFHE.utils import dtot32
import numpy as np
np.set_printoptions(threshold=2000)
for i in range(100):
sk = SecretKey(500, 2**(-7), 1024, 2, 10, 3.73e-9, 8, 2, 2.43e-5)
x = trlweSymEncrypt(np.full(sk.params.N, 2**-3), sk.params.alpha,
sk.key.trlwe, sk.params.twist)
A = trgswfftSymEncrypt(np.append([1], np.zeros(sk.params.N - 1)),
sk.params.bkalpha, sk.params.h, sk.key.trlwe,
sk.params.twist)
y = trgswfftExternalProduct(A, x, sk.params)
if np.sum(trlweSymDecrypt(y, sk.key.trlwe, sk.params.twist)) != len(y[0]):
print(sk.params.decb)
print(trlweSymDecrypt(y, sk.key.trlwe, sk.params.twist))
print(np.uint32(y))
print(i)
break
from pyFHE.detwfa import CMUXFFT
from pyFHE.trgsw import trgswfftSymEncrypt
from pyFHE.trlwe import trlweSymEncrypt, trlweSymDecrypt
from pyFHE.key import SecretKey
import numpy as np
np.set_printoptions(threshold=2000)
for i in range(1000):
sk = SecretKey(500, 2.44e-5, 1024, 2, 10, 3.73e-9, 8, 8, 2.44e-5)
p0 = np.random.randint(0, 2, size=sk.params.N, dtype=np.uint32)
p1 = np.random.randint(0, 2, size=sk.params.N, dtype=np.uint32)
d0 = trlweSymEncrypt((2 * p0 - 1) * 2**-3, sk.params.alpha, sk.key.trlwe,
sk.params.twist)
d1 = trlweSymEncrypt((2 * p1 - 1) * 2**-3, sk.params.alpha, sk.key.trlwe,
sk.params.twist)
c = np.random.randint(0, 2)
CFFT = trgswfftSymEncrypt(np.append([c], np.zeros(sk.params.N - 1)),
sk.params.bkalpha, sk.params.h, sk.key.trlwe,
sk.params.twist)
y = trlweSymDecrypt(CMUXFFT(CFFT, d1, d0, sk.params), sk.key.trlwe,
sk.params.twist)
if np.any(c * (p1 - p0) + p0 != y):
print(i)
print(p0)
print(p1)
print(c)
print(c * (p1 - p0) + p0)
print(y)
break
from pyFHE.trlwe import trlweSymEncrypt, trlweSymDecrypt, SampleExtractIndex
from pyFHE.tlwe import tlweSymDecrypt
from pyFHE.key import SecretKey
import numpy as np
sk = SecretKey(500, 2**(-9), 2, 2, 512, 2**(-27))
c = trlweSymEncrypt(np.array([2**-3, -2**-3]), 2**(-24), sk.key.trlwe,
sk.params.twist)
print(tlweSymDecrypt(SampleExtractIndex(c, 0), sk.key.trlwe))
print(tlweSymDecrypt(SampleExtractIndex(c, 1), sk.key.trlwe))