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added back some example parameter sets

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This commit is contained in:
Christian Mouchet
2023-11-14 15:19:21 +01:00
parent 4af19d8f57
commit 769fd833ca
5 changed files with 174 additions and 1 deletions
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1
CHANGELOG.md
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@@ -48,6 +48,7 @@ All notable changes to this library are documented in this file.
- Linear Transformations
- Polynomial Evaluation
- `he/hebin`: Package`hebin` implements blind rotations evaluation for R-LWE schemes.
- Moved the default parameters of all schemes to the `examples` package, where they are now referred to as **example** parameter sets to better convey the idea that they are not to be used as such in actual applications.
- BFV:
- The code of the package `bfv` has replaced by a wrapper of the package `bgv` and moved to the package `schemes/bfv`.
- BGV:

10
examples/README.md
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@@ -42,4 +42,12 @@ Tutorials are examples showcasing the basic capabilities of the library.
- `int_pir`: an example showcasing multi-party private information retrieval.
- `int_psi`: an example showcasing multi-party private set intersection.
- `thresh_eval_key_gen`: an example showcasing multi-party threshold key-generation.
- `thresh_eval_key_gen`: an example showcasing multi-party threshold key-generation.
## Parameters
The `params.go` file contains several example sets of parameters for both `heint` and `hefloat`.
These parameter are chosen to reflect several degrees of homomorphic capacity for a fixed 128-bit security
(according to the current standard estimates). They do not, however, represent a set of default parameters,
to be used in real HE applications. Rather, they are meant to facilitate quick tests and experimentation
with the library.

25
examples/example_test.go Normal file
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@@ -0,0 +1,25 @@
package examples
import (
"testing"
"github.com/tuneinsight/lattigo/v4/he/hefloat"
"github.com/tuneinsight/lattigo/v4/he/heint"
)
func TestExampleParams(t *testing.T) {
for _, pl := range HEIntParams {
p, err := heint.NewParametersFromLiteral(pl)
if err != nil {
t.Fatal(err)
}
p.RingQ()
}
for _, pl := range HEFloatParams {
p, err := hefloat.NewParametersFromLiteral(pl)
if err != nil {
t.Fatal(err)
}
p.RingQ()
}
}

6
examples/examples.go Normal file
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@@ -0,0 +1,6 @@
// Package examples contains several example Go applications that use Lattigo in both the single- and multiparty settings,
// as well as several example parameter sets. See examples/README.md for more information about the examples.
//
// Note that the code in this package, including the example parameter sets, is solely meant to illustrate the use of the library and facilitate quick experiments.
// It should not be depended upon and may at any time be changed or be removed.
package examples

133
examples/params.go Normal file
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@@ -0,0 +1,133 @@
package examples
import (
"github.com/tuneinsight/lattigo/v4/he/hefloat"
"github.com/tuneinsight/lattigo/v4/he/heint"
"github.com/tuneinsight/lattigo/v4/ring"
)
var (
// HEIntParamsN12QP109 is an example parameter set for the `heint` package logN=12 and logQP=109
HEIntParamsN12QP109 = heint.ParametersLiteral{
LogN: 12,
Q: []uint64{0x7ffffec001, 0x8000016001}, // 39 + 39 bits
P: []uint64{0x40002001}, // 30 bits
PlaintextModulus: 65537,
}
// HEIntParamsN13QP218 is an example parameter set for the `heint` package with logN=13 and logQP=218
HEIntParamsN13QP218 = heint.ParametersLiteral{
LogN: 13,
Q: []uint64{0x3fffffffef8001, 0x4000000011c001, 0x40000000120001}, // 54 + 54 + 54 bits
P: []uint64{0x7ffffffffb4001}, // 55 bits
PlaintextModulus: 65537,
}
// HEIntParamsN14QP438 is an example parameter set for the `heint` package with logN=14 and logQP=438
HEIntParamsN14QP438 = heint.ParametersLiteral{
LogN: 14,
Q: []uint64{0x100000000060001, 0x80000000068001, 0x80000000080001,
0x3fffffffef8001, 0x40000000120001, 0x3fffffffeb8001}, // 56 + 55 + 55 + 54 + 54 + 54 bits
P: []uint64{0x80000000130001, 0x7fffffffe90001}, // 55 + 55 bits
PlaintextModulus: 65537,
}
// HEIntParamsN15QP880 is an example parameter set for the `heint` package with logN=15 and logQP=880
HEIntParamsN15QP880 = heint.ParametersLiteral{
LogN: 15,
Q: []uint64{0x7ffffffffe70001, 0x7ffffffffe10001, 0x7ffffffffcc0001, // 59 + 59 + 59 bits
0x400000000270001, 0x400000000350001, 0x400000000360001, // 58 + 58 + 58 bits
0x3ffffffffc10001, 0x3ffffffffbe0001, 0x3ffffffffbd0001, // 58 + 58 + 58 bits
0x4000000004d0001, 0x400000000570001, 0x400000000660001}, // 58 + 58 + 58 bits
P: []uint64{0xffffffffffc0001, 0x10000000001d0001, 0x10000000006e0001}, // 60 + 60 + 60 bits
PlaintextModulus: 65537,
}
// HEFloatParamsN12QP109 is an example parameter set for the `hefloat` package with logN=12 and logQP=109
HEFloatParamsN12QP109 = hefloat.ParametersLiteral{
LogN: 12,
Q: []uint64{0x200000e001, 0x100006001}, // 37 + 32},
P: []uint64{0x3ffffea001}, // 38
LogDefaultScale: 32,
}
// HEFloatParamsN13QP218 is an example parameter set for the `hefloat` package with logN=13 and logQP=218
HEFloatParamsN13QP218 = hefloat.ParametersLiteral{
LogN: 13,
Q: []uint64{0x1fffec001, // 33 + 5 x 30
0x3fff4001,
0x3ffe8001,
0x40020001,
0x40038001,
0x3ffc0001},
P: []uint64{0x800004001}, // 35
LogDefaultScale: 30,
}
// HEFloatParamsN14QP438 is an example parameter set for the `hefloat` package with logN=14 and logQP=438
HEFloatParamsN14QP438 = hefloat.ParametersLiteral{
LogN: 14,
Q: []uint64{0x200000008001, 0x400018001, // 45 + 9 x 34
0x3fffd0001, 0x400060001,
0x400068001, 0x3fff90001,
0x400080001, 0x4000a8001,
0x400108001, 0x3ffeb8001},
P: []uint64{0x7fffffd8001, 0x7fffffc8001}, // 43, 43
LogDefaultScale: 34,
}
// HEFloatParamsN15QP880 is an example parameter set for the `hefloat` package with logN=15 and logQP=880
HEFloatParamsN15QP880 = hefloat.ParametersLiteral{
LogN: 15,
Q: []uint64{0x4000000120001, 0x10000140001, 0xffffe80001, // 50 + 17 x 40
0x10000290001, 0xffffc40001, 0x100003e0001,
0x10000470001, 0x100004b0001, 0xffffb20001,
0x10000500001, 0x10000650001, 0xffff940001,
0xffff8a0001, 0xffff820001, 0xffff780001,
0x10000890001, 0xffff750001, 0x10000960001},
P: []uint64{0x40000001b0001, 0x3ffffffdf0001, 0x4000000270001}, // 50, 50, 50
LogDefaultScale: 40,
}
// HEFloatParamsPN16QP1761 is an example parameter set for the `hefloat` package with logN=16 and logQP = 1761
HEFloatParamsPN16QP1761 = hefloat.ParametersLiteral{
LogN: 16,
Q: []uint64{0x80000000080001, 0x2000000a0001, 0x2000000e0001, 0x1fffffc20001, // 55 + 33 x 45
0x200000440001, 0x200000500001, 0x200000620001, 0x1fffff980001,
0x2000006a0001, 0x1fffff7e0001, 0x200000860001, 0x200000a60001,
0x200000aa0001, 0x200000b20001, 0x200000c80001, 0x1fffff360001,
0x200000e20001, 0x1fffff060001, 0x200000fe0001, 0x1ffffede0001,
0x1ffffeca0001, 0x1ffffeb40001, 0x200001520001, 0x1ffffe760001,
0x2000019a0001, 0x1ffffe640001, 0x200001a00001, 0x1ffffe520001,
0x200001e80001, 0x1ffffe0c0001, 0x1ffffdee0001, 0x200002480001,
0x1ffffdb60001, 0x200002560001},
P: []uint64{0x80000000440001, 0x7fffffffba0001, 0x80000000500001, 0x7fffffffaa0001}, // 4 x 55
LogDefaultScale: 45,
}
// HEFloatCIParamsN12QP109 is an example parameter set for the `hefloat` package with conjugate-invariant CKKS and logN=12 and logQP=109
HEFloatCIParamsN12QP109 = hefloat.ParametersLiteral{
LogN: 12,
Q: []uint64{0x1ffffe0001, 0x100014001}, // 37 + 32
P: []uint64{0x4000038001}, // 38
RingType: ring.ConjugateInvariant,
LogDefaultScale: 32,
}
// HEFloatCIParamsN13QP218 is an example parameter set for the `hefloat` package with conjugate-invariant CKKS and logN=13 and logQP=218
HEFloatCIParamsN13QP218 = hefloat.ParametersLiteral{
LogN: 13,
Q: []uint64{0x200038001, // 33 + 5 x 30
0x3ffe8001,
0x40020001,
0x40038001,
0x3ffc0001,
0x40080001},
P: []uint64{0x800008001}, // 35
RingType: ring.ConjugateInvariant,
LogDefaultScale: 30,
}
)
var HEIntParams = []heint.ParametersLiteral{HEIntParamsN12QP109, HEIntParamsN13QP218, HEIntParamsN14QP438, HEIntParamsN15QP880}
var HEFloatParams = []hefloat.ParametersLiteral{HEFloatParamsN12QP109, HEFloatParamsN13QP218, HEFloatParamsN14QP438, HEFloatParamsN15QP880, HEFloatParamsPN16QP1761, HEFloatCIParamsN12QP109, HEFloatCIParamsN13QP218}