import random import math from typing import Optional import sympy from lightphe.models.Homomorphic import Homomorphic from lightphe.commons.logger import Logger logger = Logger(module="lightphe/cryptosystems/OkamotoUchiyama.py") class OkamotoUchiyama(Homomorphic): """ Okamoto-Uchiyama algorithm is homomorphic with respect to the addition. Ref: https://sefiks.com/2023/10/20/a-step-by-step-partially-homomorphic-encryption-example-with-okamoto-uchiyama-in-python/ """ REQUIRED_KEYS = { "public_key": ["n", "g", "h"], "private_key": ["p", "q"], } def __init__(self, keys: Optional[dict] = None, key_size: Optional[int] = None): """ Args: keys (dict): private - public key pair. set this to None if you want to generate random keys. key_size (int): key size in bits """ self.keys = keys or self.generate_keys(key_size or 1024) self.plaintext_modulo = self.keys["public_key"]["n"] self.ciphertext_modulo = self.keys["public_key"]["n"] def generate_keys(self, key_size: int) -> dict: """ Generate public and private keys of OkamotoUchiyama cryptosystem Args: key_size (int): key size in bits Returns: keys (dict): having private_key and public_key keys """ keys = {} keys["private_key"] = {} keys["public_key"] = {} # picking a prime modulus p p = sympy.randprime(200, 2 ** int(key_size / 2) - 1) # picking a prime modulus q q = sympy.randprime(200, 2 ** int(key_size / 2) - 1) # modulo n = p * p * q # generator g = random.randint(2, n) if pow(g, p - 1, p * p) == 1: raise ValueError("Fermat's Little Theorem must be satisfied") h = pow(g, n, n) keys["public_key"]["n"] = n keys["public_key"]["g"] = g keys["public_key"]["h"] = h keys["private_key"]["p"] = p keys["private_key"]["q"] = q return keys def generate_random_key(self) -> int: """ Okamoto-Uchiyama requires to generate one-time random key per encryption Returns: random key (int): one time random key for encryption """ n = self.keys["public_key"]["n"] return random.randint(1, n - 1) def encrypt(self, plaintext: int, random_key: Optional[int] = None) -> int: """ Encrypt a given plaintext for optionally given random key with OkamotoUchiyama Args: plaintext (int): message to encrypt random_key (int): OkamotoUchiyama requires a random key Random key will be generated automatically if you do not set this. Returns: ciphertext (int): encrypted message """ g = self.keys["public_key"]["g"] n = self.keys["public_key"]["n"] h = self.keys["public_key"]["h"] r = random_key or self.generate_random_key() # having private key is not a must to encrypt but still if you have if self.keys.get("private_key") is not None: p = self.keys["private_key"]["p"] if plaintext > p: plaintext = plaintext % p logger.debug( f"plaintext must be in scale [0, {p=}] but this is exceeded." "New plaintext is {plaintext}" ) return (pow(g, plaintext, n) * pow(h, r, n)) % n def decrypt(self, ciphertext: int): """ Decrypt a given ciphertext with Okamoto-Uchiyama Args: ciphertext (int): encrypted message Returns: plaintext (int): restored message """ p = self.keys["private_key"]["p"] g = self.keys["public_key"]["g"] a = self.lx(pow(ciphertext, p - 1, p * p)) b = self.lx(pow(g, p - 1, p * p)) return (a * pow(b, -1, p)) % p def add(self, ciphertext1: int, ciphertext2: int) -> int: """ Perform homomorphic addition on encrypted data. Result of this must be equal to E(m1 + m2) Encryption calculations are done in module n Args: ciphertext1 (int): 1st ciphertext created with OkamotoUchiyama ciphertext2 (int): 2nd ciphertext created with OkamotoUchiyama Returns: ciphertext3 (int): 3rd ciphertext created with OkamotoUchiyama """ n = self.keys["public_key"]["n"] return (ciphertext1 * ciphertext2) % n def multiply_by_constant(self, ciphertext: int, constant: int) -> int: """ Multiply a ciphertext with a plain constant. Result of this must be equal to E(m1 * constant) where E(m1) = ciphertext Encryption calculations are done in module n squared. Args: ciphertext (int): ciphertext created with Okamoto-Uchiyama constant (int): known plain constant Returns: ciphertext (int): new ciphertext created with Okamoto-Uchiyama """ n = self.keys["public_key"]["n"] if constant > self.plaintext_modulo: constant = constant % self.plaintext_modulo logger.debug( f"Okamoto-Uchiyama can encrypt messages [1, {n}]. " f"Seems constant exceeded this limit. New constant is {constant}" ) return pow(ciphertext, constant, n) def reencrypt(self, ciphertext: int) -> int: """ Re-generate ciphertext with re-encryption. Many ciphertext will be decrypted to same plaintext. Args: ciphertext (int): given ciphertext Returns: new ciphertext (int): different ciphertext for same plaintext """ neutral_element = 0 neutral_encrypted = self.encrypt(plaintext=neutral_element) return self.add(ciphertext1=ciphertext, ciphertext2=neutral_encrypted) def lx(self, x: int) -> int: """ Find logarithm over cyclic group Args: x (int): some integer Returns: lx (int): (x-1) / p """ p = self.keys["private_key"]["p"] if x % p != 1: raise ValueError( f"Input passed to lx ({x}) must be identical to 1 in modulo {p}" ) if math.gcd(x, p * p) != 1: raise ValueError(f"gcd({x}, {p}^2) must be equal to 1") y = (x - 1) // p assert y - int(y) == 0 return int(y)