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modulus.h
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modulus.h
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// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT license.
#pragma once
#include "seal/serialization.h"
#include "seal/version.h"
#include "seal/util/defines.h"
#include "seal/util/hestdparms.h"
#include "seal/util/uintcore.h"
#include "seal/util/ztools.h"
#include <array>
#include <cstddef>
#include <cstdint>
#include <iostream>
#include <vector>
namespace seal
{
/**
Represent an integer modulus of up to 61 bits. An instance of the Modulus
class represents a non-negative integer modulus up to 61 bits. In particular,
the encryption parameter plain_modulus, and the primes in coeff_modulus, are
represented by instances of Modulus. The purpose of this class is to
perform and store the pre-computation required by Barrett reduction.
@par Thread Safety
In general, reading from Modulus is thread-safe as long as no other thread
is concurrently mutating it.
@see EncryptionParameters for a description of the encryption parameters.
*/
class Modulus
{
public:
/**
Creates a Modulus instance. The value of the Modulus is set to
the given value, or to zero by default.
@param[in] value The integer modulus
@throws std::invalid_argument if value is 1 or more than 61 bits
*/
Modulus(std::uint64_t value = 0)
{
set_value(value);
}
/**
Creates a new Modulus by copying a given one.
@param[in] copy The Modulus to copy from
*/
Modulus(const Modulus ©) = default;
/**
Creates a new Modulus by copying a given one.
@param[in] source The Modulus to move from
*/
Modulus(Modulus &&source) = default;
/**
Copies a given Modulus to the current one.
@param[in] assign The Modulus to copy from
*/
Modulus &operator=(const Modulus &assign) = default;
/**
Moves a given Modulus to the current one.
@param[in] assign The Modulus to move from
*/
Modulus &operator=(Modulus &&assign) = default;
/**
Sets the value of the Modulus.
@param[in] value The new integer modulus
@throws std::invalid_argument if value is 1 or more than 61 bits
*/
inline Modulus &operator=(std::uint64_t value)
{
set_value(value);
return *this;
}
/**
Returns the significant bit count of the value of the current Modulus.
*/
SEAL_NODISCARD inline int bit_count() const noexcept
{
return bit_count_;
}
/**
Returns the size (in 64-bit words) of the value of the current Modulus.
*/
SEAL_NODISCARD inline std::size_t uint64_count() const noexcept
{
return uint64_count_;
}
/**
Returns a const pointer to the value of the current Modulus.
*/
SEAL_NODISCARD inline const uint64_t *data() const noexcept
{
return &value_;
}
/**
Returns the value of the current Modulus.
*/
SEAL_NODISCARD inline std::uint64_t value() const noexcept
{
return value_;
}
/**
Returns the Barrett ratio computed for the value of the current Modulus.
The first two components of the Barrett ratio are the floor of 2^128/value,
and the third component is the remainder.
*/
SEAL_NODISCARD inline auto &const_ratio() const noexcept
{
return const_ratio_;
}
/**
Returns whether the value of the current Modulus is zero.
*/
SEAL_NODISCARD inline bool is_zero() const noexcept
{
return value_ == 0;
}
/**
Returns whether the value of the current Modulus is a prime number.
*/
SEAL_NODISCARD inline bool is_prime() const noexcept
{
return is_prime_;
}
/**
Compares two Modulus instances.
@param[in] compare The Modulus to compare against
*/
SEAL_NODISCARD inline bool operator==(const Modulus &compare) const noexcept
{
return value_ == compare.value_;
}
/**
Compares a Modulus value to an unsigned integer.
@param[in] compare The unsigned integer to compare against
*/
SEAL_NODISCARD inline bool operator==(std::uint64_t compare) const noexcept
{
return value_ == compare;
}
/**
Compares two Modulus instances.
@param[in] compare The Modulus to compare against
*/
SEAL_NODISCARD inline bool operator!=(const Modulus &compare) const noexcept
{
return !operator==(compare);
}
/**
Compares a Modulus value to an unsigned integer.
@param[in] compare The unsigned integer to compare against
*/
SEAL_NODISCARD inline bool operator!=(std::uint64_t compare) const noexcept
{
return !operator==(compare);
}
/**
Compares two Modulus instances.
@param[in] compare The Modulus to compare against
*/
SEAL_NODISCARD inline bool operator<(const Modulus &compare) const noexcept
{
return value_ < compare.value_;
}
/**
Compares a Modulus value to an unsigned integer.
@param[in] compare The unsigned integer to compare against
*/
SEAL_NODISCARD inline bool operator<(std::uint64_t compare) const noexcept
{
return value_ < compare;
}
/**
Compares two Modulus instances.
@param[in] compare The Modulus to compare against
*/
SEAL_NODISCARD inline bool operator<=(const Modulus &compare) const noexcept
{
return value_ <= compare.value_;
}
/**
Compares a Modulus value to an unsigned integer.
@param[in] compare The unsigned integer to compare against
*/
SEAL_NODISCARD inline bool operator<=(std::uint64_t compare) const noexcept
{
return value_ <= compare;
}
/**
Compares two Modulus instances.
@param[in] compare The Modulus to compare against
*/
SEAL_NODISCARD inline bool operator>(const Modulus &compare) const noexcept
{
return value_ > compare.value_;
}
/**
Compares a Modulus value to an unsigned integer.
@param[in] compare The unsigned integer to compare against
*/
SEAL_NODISCARD inline bool operator>(std::uint64_t compare) const noexcept
{
return value_ > compare;
}
/**
Compares two Modulus instances.
@param[in] compare The Modulus to compare against
*/
SEAL_NODISCARD inline bool operator>=(const Modulus &compare) const noexcept
{
return value_ >= compare.value_;
}
/**
Compares a Modulus value to an unsigned integer.
@param[in] compare The unsigned integer to compare against
*/
SEAL_NODISCARD inline bool operator>=(std::uint64_t compare) const noexcept
{
return value_ >= compare;
}
/**
Returns an upper bound on the size of the Modulus, as if it was
written to an output stream.
@param[in] compr_mode The compression mode
@throws std::invalid_argument if the compression mode is not supported
@throws std::logic_error if the size does not fit in the return type
*/
SEAL_NODISCARD inline std::streamoff save_size(
compr_mode_type compr_mode = Serialization::compr_mode_default) const
{
std::size_t members_size = Serialization::ComprSizeEstimate(util::add_safe(sizeof(value_)), compr_mode);
return util::safe_cast<std::streamoff>(util::add_safe(sizeof(Serialization::SEALHeader), members_size));
}
/**
Saves the Modulus to an output stream. The output is in binary format
and not human-readable. The output stream must have the "binary" flag set.
@param[out] stream The stream to save the Modulus to
@param[in] compr_mode The desired compression mode
@throws std::invalid_argument if the compression mode is not supported
@throws std::logic_error if the data to be saved is invalid, or if
compression failed
@throws std::runtime_error if I/O operations failed
*/
inline std::streamoff save(
std::ostream &stream, compr_mode_type compr_mode = Serialization::compr_mode_default) const
{
using namespace std::placeholders;
return Serialization::Save(
std::bind(&Modulus::save_members, this, _1), save_size(compr_mode_type::none), stream, compr_mode,
false);
}
/**
Loads a Modulus from an input stream overwriting the current Modulus.
@param[in] stream The stream to load the Modulus from
@throws std::logic_error if the data cannot be loaded by this version of
Microsoft SEAL, if the loaded data is invalid, or if decompression failed
@throws std::runtime_error if I/O operations failed
*/
inline std::streamoff load(std::istream &stream)
{
using namespace std::placeholders;
return Serialization::Load(std::bind(&Modulus::load_members, this, _1, _2), stream, false);
}
/**
Saves the Modulus to a given memory location. The output is in binary
format and not human-readable.
@param[out] out The memory location to write the Modulus to
@param[in] size The number of bytes available in the given memory location
@param[in] compr_mode The desired compression mode
@throws std::invalid_argument if out is null or if size is too small to
contain a SEALHeader, or if the compression mode is not supported
@throws std::logic_error if the data to be saved is invalid, or if
compression failed
@throws std::runtime_error if I/O operations failed
*/
inline std::streamoff save(
seal_byte *out, std::size_t size, compr_mode_type compr_mode = Serialization::compr_mode_default) const
{
using namespace std::placeholders;
return Serialization::Save(
std::bind(&Modulus::save_members, this, _1), save_size(compr_mode_type::none), out, size, compr_mode,
false);
}
/**
Loads a Modulus from a given memory location overwriting the current
Modulus.
@param[in] in The memory location to load the Modulus from
@param[in] size The number of bytes available in the given memory location
@throws std::invalid_argument if in is null or if size is too small to
contain a SEALHeader
@throws std::logic_error if the data cannot be loaded by this version of
Microsoft SEAL, if the loaded data is invalid, or if decompression failed
@throws std::runtime_error if I/O operations failed
*/
inline std::streamoff load(const seal_byte *in, std::size_t size)
{
using namespace std::placeholders;
return Serialization::Load(std::bind(&Modulus::load_members, this, _1, _2), in, size, false);
}
/**
Reduces a given unsigned integer modulo this modulus.
@param[in] value The unsigned integer to reduce
@throws std::logic_error if the Modulus is zero
*/
SEAL_NODISCARD std::uint64_t reduce(std::uint64_t value) const;
private:
void set_value(std::uint64_t value);
void save_members(std::ostream &stream) const;
void load_members(std::istream &stream, SEALVersion version);
std::uint64_t value_ = 0;
std::array<std::uint64_t, 3> const_ratio_{ { 0, 0, 0 } };
std::size_t uint64_count_ = 0;
int bit_count_ = 0;
bool is_prime_ = false;
};
/**
Represents a standard security level according to the HomomorphicEncryption.org
security standard. The value sec_level_type::none signals that no standard
security level should be imposed. The value sec_level_type::tc128 provides
a very high level of security and is the default security level enforced by
Microsoft SEAL when constructing a SEALContext object. Normal users should not
have to specify the security level explicitly anywhere.
*/
enum class sec_level_type : int
{
/**
No security level specified.
*/
none = 0,
/**
128-bit security level according to HomomorphicEncryption.org standard.
*/
tc128 = 128,
/**
192-bit security level according to HomomorphicEncryption.org standard.
*/
tc192 = 192,
/**
256-bit security level according to HomomorphicEncryption.org standard.
*/
tc256 = 256
};
/**
This class contains static methods for creating a coefficient modulus easily.
Note that while these functions take a sec_level_type argument, all security
guarantees are lost if the output is used with encryption parameters with
a mismatching value for the poly_modulus_degree.
The default value sec_level_type::tc128 provides a very high level of security
and is the default security level enforced by Microsoft SEAL when constructing
a SEALContext object. Normal users should not have to specify the security
level explicitly anywhere.
*/
class CoeffModulus
{
public:
CoeffModulus() = delete;
/**
Returns the largest bit-length of the coefficient modulus, i.e., bit-length
of the product of the primes in the coefficient modulus, that guarantees
a given security level when using a given poly_modulus_degree, according
to the HomomorphicEncryption.org security standard.
@param[in] poly_modulus_degree The value of the poly_modulus_degree
encryption parameter
@param[in] sec_level The desired standard security level
*/
SEAL_NODISCARD static constexpr int MaxBitCount(
std::size_t poly_modulus_degree, sec_level_type sec_level = sec_level_type::tc128) noexcept
{
switch (sec_level)
{
case sec_level_type::tc128:
return util::seal_he_std_parms_128_tc(poly_modulus_degree);
case sec_level_type::tc192:
return util::seal_he_std_parms_192_tc(poly_modulus_degree);
case sec_level_type::tc256:
return util::seal_he_std_parms_256_tc(poly_modulus_degree);
case sec_level_type::none:
return (std::numeric_limits<int>::max)();
default:
return 0;
}
}
/**
Returns a default coefficient modulus for the BFV scheme that guarantees
a given security level when using a given poly_modulus_degree, according
to the HomomorphicEncryption.org security standard. Note that all security
guarantees are lost if the output is used with encryption parameters with
a mismatching value for the poly_modulus_degree.
The coefficient modulus returned by this function will not perform well
if used with the CKKS scheme.
@param[in] poly_modulus_degree The value of the poly_modulus_degree
encryption parameter
@param[in] sec_level The desired standard security level
@throws std::invalid_argument if poly_modulus_degree is not a power-of-two
or is too large
@throws std::invalid_argument if sec_level is sec_level_type::none
*/
SEAL_NODISCARD static std::vector<Modulus> BFVDefault(
std::size_t poly_modulus_degree, sec_level_type sec_level = sec_level_type::tc128);
/**
Returns a custom coefficient modulus suitable for use with the specified
poly_modulus_degree. The return value will be a vector consisting of
Modulus elements representing distinct prime numbers such that:
1) have bit-lengths as given in the bit_sizes parameter (at most 60 bits) and
2) are congruent to 1 modulo 2*poly_modulus_degree.
@param[in] poly_modulus_degree The value of the poly_modulus_degree
encryption parameter
@param[in] bit_sizes The bit-lengths of the primes to be generated
@throws std::invalid_argument if poly_modulus_degree is not a power-of-two
or is too large
@throws std::invalid_argument if bit_sizes is too large or if its elements
are out of bounds
@throws std::logic_error if not enough suitable primes could be found
*/
SEAL_NODISCARD static std::vector<Modulus> Create(std::size_t poly_modulus_degree, std::vector<int> bit_sizes);
/**
Returns a custom coefficient modulus suitable for use with the specified
poly_modulus_degree. The return value will be a vector consisting of
Modulus elements representing distinct prime numbers such that:
1) have bit-lengths as given in the bit_sizes parameter (at most 60 bits) and
2) are congruent to 1 modulo LCM(2*poly_modulus_degree, plain_modulus).
@param[in] poly_modulus_degree The value of the poly_modulus_degree encryption parameter
@param[in] plain_modulus The value of the plain_modulus encryption parameter
@param[in] bit_sizes The bit-lengths of the primes to be generated
@throws std::invalid_argument if poly_modulus_degree is not a power-of-two
or is too large
@throws std::invalid_argument if bit_sizes is too large or if its elements
are out of bounds
@throws std::logic_error if LCM(2*poly_modulus_degree, plain_modulus) is more than 64-bit
@throws std::logic_error if not enough suitable primes could be found
*/
SEAL_NODISCARD static std::vector<Modulus> Create(
std::size_t poly_modulus_degree, const Modulus &plain_modulus, std::vector<int> bit_sizes);
};
/**
This class contains static methods for creating a plaintext modulus easily.
*/
class PlainModulus
{
public:
PlainModulus() = delete;
/**
Creates a prime number Modulus for use as plain_modulus encryption
parameter that supports batching with a given poly_modulus_degree.
@param[in] poly_modulus_degree The value of the poly_modulus_degree
encryption parameter
@param[in] bit_size The bit-length of the prime to be generated
@throws std::invalid_argument if poly_modulus_degree is not a power-of-two
or is too large
@throws std::invalid_argument if bit_size is out of bounds
@throws std::logic_error if a suitable prime could not be found
*/
SEAL_NODISCARD static inline Modulus Batching(std::size_t poly_modulus_degree, int bit_size)
{
return CoeffModulus::Create(poly_modulus_degree, { bit_size })[0];
}
/**
Creates several prime number Modulus elements that can be used as
plain_modulus encryption parameters, each supporting batching with a given
poly_modulus_degree.
@param[in] poly_modulus_degree The value of the poly_modulus_degree
encryption parameter
@param[in] bit_sizes The bit-lengths of the primes to be generated
@throws std::invalid_argument if poly_modulus_degree is not a power-of-two
or is too large
@throws std::invalid_argument if bit_sizes is too large or if its elements
are out of bounds
@throws std::logic_error if not enough suitable primes could be found
*/
SEAL_NODISCARD static inline std::vector<Modulus> Batching(
std::size_t poly_modulus_degree, std::vector<int> bit_sizes)
{
return CoeffModulus::Create(poly_modulus_degree, bit_sizes);
}
};
} // namespace seal