Added Python convenience for different nonce sizes. Statistical tests of output randomness.

This commit is contained in:
2023-10-29 12:17:05 +00:00
parent baf3ef31a5
commit 4f42fb3447
3 changed files with 58 additions and 16 deletions
+3 -3
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@@ -3,7 +3,7 @@ requires = ["hatchling", "hatch-vcs", "wheel", "cffi"]
build-backend = "hatchling.build"
[project]
name = "RandQuik"
name = "randquik"
version = "0.1.0"
description = "Extremely fast and cryptographically secure random number generator."
readme = "README.md"
@@ -16,7 +16,7 @@ classifiers = [
"Topic :: Security",
"Topic :: Software Development :: Libraries :: Python Modules",
]
dependencies = ["cffi>=1.0.1"]
dependencies = ["cffi>=1.0.1", "numpy"]
requires-python = ">=3.10"
keywords = [
"random",
@@ -30,7 +30,7 @@ keywords = [
[project.urls]
[project.optional-dependencies]
dev = ["pytest", "ruff", "cryptography"]
dev = ["pytest", "ruff", "cryptography", "scipy"]
[tool.hatchling]
+11 -3
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@@ -30,11 +30,19 @@ lib = ffi.dlopen(
def _processKeys(key, iv):
if len(key) != 32:
key = memoryview(key)
iv = memoryview(iv)
if key.nbytes != 32:
raise ValueError("key must be 32 bytes")
if len(iv) != 16:
if iv.nbytes != 16:
# Allow original and IETF nonces with zero counter
if iv.nbytes == 8:
iv = bytes(8) + iv
elif iv.nbytes == 12:
iv = bytes(4) + iv
else:
raise ValueError(
"iv must be full 16 bytes, starting with the counter - usually zeroes - followed by nonce"
"iv lenth must be 8 (original nonce), 12 (IETF) or 16 (counter in initial 8 bytes)"
)
return ffi.from_buffer(key), ffi.from_buffer(iv)
+42 -8
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@@ -1,17 +1,50 @@
from secrets import randbelow, token_bytes
import numpy as np
from cryptography.hazmat.primitives.ciphers import Cipher
from cryptography.hazmat.primitives.ciphers.algorithms import ChaCha20
from scipy.stats import chisquare
from randquik import cha
def test_cha_generate_statistical():
"""Requests in multiple of ChaCha20 block size 64 bytes"""
ROUNDS = 100
min_p = 1 - 0.99 ** (1 / ROUNDS) # 99 % confidence over the entire test
print(min_p)
for round in range(ROUNDS):
# First round both zero, use 8-byte nonce as round counter
key = bytes(32)
nonce = round.to_bytes(8, "little")
iv = bytes(8) + nonce # Cryptography module requires IV (counter, nonce)
# Varying sizes to test internal processing that occurs in 64 bit blocks
# and with SIMD implementations also 256 or 512 bytes at a time.
N = 10000 + randbelow(10000)
ct0, ct1 = bytearray(N), bytearray(N)
Cipher(ChaCha20(key, iv), None, None).encryptor().update_into(bytes(N), ct0)
cha.generate(ct1, key, nonce)
assert len(ct0) == len(ct1)
assert ct0.hex() == ct1.hex()
assert ct1.count(0)
# Zeroing out 50 bytes fail the test in ~30 rounds
# ct1[:50] = bytes(50)
# Test that all byte values are equivalently common (despite zero inputs)
observed = np.bincount(ct1, minlength=256)
expected = np.full(256, N / 256)
chi2, p_value = chisquare(observed, expected)
assert p_value >= min_p, f"{round=} {N=}"
def test_cipherstreams_fullblocks():
"""Requests in multiple of ChaCha20 block size 64 bytes"""
key = token_bytes(32)
nonce = token_bytes(16)
c0 = Cipher(ChaCha20(key, nonce), None, None).encryptor()
c1 = cha.Cha(key, nonce)
iv = token_bytes(16)
c0 = Cipher(ChaCha20(key, iv), None, None).encryptor()
c1 = cha.Cha(key, iv)
for i in range(2048):
N = 64 * (1 + randbelow(2048))
@@ -24,9 +57,9 @@ def test_cipherstreams_fullblocks():
def test_cipherstreams_partial_updates():
"""Odd-sized requests that retain leftover buffers"""
key = token_bytes(32)
nonce = token_bytes(16)
c0 = Cipher(ChaCha20(key, nonce), None, None).encryptor()
c1 = cha.Cha(key, nonce)
iv = token_bytes(16)
c0 = Cipher(ChaCha20(key, iv), None, None).encryptor()
c1 = cha.Cha(key, iv)
for i in range(2048):
N = 1 + randbelow(2048)
@@ -39,8 +72,9 @@ def test_cipherstreams_partial_updates():
def test_cipherstreams_32leftover():
"""Test the special case where the second response comes entirely from the leftover buffer"""
key = token_bytes(32)
nonce = token_bytes(16)
c0 = Cipher(ChaCha20(key, nonce), None, None).encryptor()
nonce = token_bytes(12) # IETF nonce size
iv = bytes(4) + nonce
c0 = Cipher(ChaCha20(key, iv), None, None).encryptor()
c1 = cha.Cha(key, nonce)
for N in [512 - 32, 32]: