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"""
AES S-box: Algebraic Construction and Verification
S(x) = A(x^254) + c
where x^254 = x^{-1} in GF(2^8) and A is the affine transformation.
"""
from gf256 import gf_inv
AFFINE_MATRIX = [
0b11110001,
0b11100011,
0b11000111,
0b10001111,
0b00011111,
0b00111110,
0b01111100,
0b11111000,
]
AFFINE_CONSTANT = 0x63
STANDARD_SBOX = [
0x63, 0x7c, 0x77, 0x7b, 0xf2, 0x6b, 0x6f, 0xc5,
0x30, 0x01, 0x67, 0x2b, 0xfe, 0xd7, 0xab, 0x76,
0xca, 0x82, 0xc9, 0x7d, 0xfa, 0x59, 0x47, 0xf0,
0xad, 0xd4, 0xa2, 0xaf, 0x9c, 0xa4, 0x72, 0xc0,
0xb7, 0xfd, 0x93, 0x26, 0x36, 0x3f, 0xf7, 0xcc,
0x34, 0xa5, 0xe5, 0xf1, 0x71, 0xd8, 0x31, 0x15,
0x04, 0xc7, 0x23, 0xc3, 0x18, 0x96, 0x05, 0x9a,
0x07, 0x12, 0x80, 0xe2, 0xeb, 0x27, 0xb2, 0x75,
0x09, 0x83, 0x2c, 0x1a, 0x1b, 0x6e, 0x5a, 0xa0,
0x52, 0x3b, 0xd6, 0xb3, 0x29, 0xe3, 0x2f, 0x84,
0x53, 0xd1, 0x00, 0xed, 0x20, 0xfc, 0xb1, 0x5b,
0x6a, 0xcb, 0xbe, 0x39, 0x4a, 0x4c, 0x58, 0xcf,
0xd0, 0xef, 0xaa, 0xfb, 0x43, 0x4d, 0x33, 0x85,
0x45, 0xf9, 0x02, 0x7f, 0x50, 0x3c, 0x9f, 0xa8,
0x51, 0xa3, 0x40, 0x8f, 0x92, 0x9d, 0x38, 0xf5,
0xbc, 0xb6, 0xda, 0x21, 0x10, 0xff, 0xf3, 0xd2,
0xcd, 0x0c, 0x13, 0xec, 0x5f, 0x97, 0x44, 0x17,
0xc4, 0xa7, 0x7e, 0x3d, 0x64, 0x5d, 0x19, 0x73,
0x60, 0x81, 0x4f, 0xdc, 0x22, 0x2a, 0x90, 0x88,
0x46, 0xee, 0xb8, 0x14, 0xde, 0x5e, 0x0b, 0xdb,
0xe0, 0x32, 0x3a, 0x0a, 0x49, 0x06, 0x24, 0x5c,
0xc2, 0xd3, 0xac, 0x62, 0x91, 0x95, 0xe4, 0x79,
0xe7, 0xc8, 0x37, 0x6d, 0x8d, 0xd5, 0x4e, 0xa9,
0x6c, 0x56, 0xf4, 0xea, 0x65, 0x7a, 0xae, 0x08,
0xba, 0x78, 0x25, 0x2e, 0x1c, 0xa6, 0xb4, 0xc6,
0xe8, 0xdd, 0x74, 0x1f, 0x4b, 0xbd, 0x8b, 0x8a,
0x70, 0x3e, 0xb5, 0x66, 0x48, 0x03, 0xf6, 0x0e,
0x61, 0x35, 0x57, 0xb9, 0x86, 0xc1, 0x1d, 0x9e,
0xe1, 0xf8, 0x98, 0x11, 0x69, 0xd9, 0x8e, 0x94,
0x9b, 0x1e, 0x87, 0xe9, 0xce, 0x55, 0x28, 0xdf,
0x8c, 0xa1, 0x89, 0x0d, 0xbf, 0xe6, 0x42, 0x68,
0x41, 0x99, 0x2d, 0x0f, 0xb0, 0x54, 0xbb, 0x16,
]
def affine_transform(x: int) -> int:
"""Apply the AES affine transformation over GF(2)."""
result = 0
for i in range(8):
bit = 0
for j in range(8):
bit ^= ((x >> j) & 1) & ((AFFINE_MATRIX[i] >> j) & 1)
result |= (bit << i)
return result ^ AFFINE_CONSTANT
def sbox(x: int) -> int:
"""S(x) = A(x^254) + c = A(x^{-1}) + c"""
return affine_transform(gf_inv(x))
def verify_sbox():
"""Verify algebraic S-box matches the standard AES S-box for all 256 inputs."""
mismatches = []
for x in range(256):
computed = sbox(x)
expected = STANDARD_SBOX[x]
if computed != expected:
mismatches.append((x, computed, expected))
return len(mismatches) == 0, mismatches
def differential_uniformity():
"""Compute the differential uniformity of the AES S-box.
For each nonzero input difference a, count max solutions to S(x+a)+S(x)=b."""
max_count = 0
for a in range(1, 256):
counts = [0] * 256
for x in range(256):
diff = sbox(x ^ a) ^ sbox(x)
counts[diff] += 1
max_count = max(max_count, max(counts))
return max_count
if __name__ == "__main__":
valid, mismatches = verify_sbox()
print(f"S-box verification: {'PASS' if valid else 'FAIL'} (mismatches: {len(mismatches)})")
du = differential_uniformity()
print(f"Differential uniformity: {du} (expected: 4, giving 2^-6 per S-box)")