forked from data61/MP-SPDZ
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathPairwiseGenerator.cpp
197 lines (178 loc) · 6.22 KB
/
PairwiseGenerator.cpp
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
/*
* PairwiseGenerator.cpp
*
*/
#include "FHEOffline/PairwiseGenerator.h"
#include "FHEOffline/PairwiseMachine.h"
#include "FHEOffline/Producer.h"
#include "Protocols/SemiShare.h"
#include "GC/SemiSecret.h"
#include "GC/SemiPrep.h"
#include "Protocols/MAC_Check.hpp"
#include "Protocols/SemiInput.hpp"
#include "Protocols/ReplicatedInput.hpp"
#include "Processor/Input.hpp"
#include "Math/modp.hpp"
template <class FD>
PairwiseGenerator<FD>::PairwiseGenerator(int thread_num,
PairwiseMachine& machine, Player* player) :
GeneratorBase(thread_num, machine.N, player),
producer(machine.setup<FD>().FieldD, P.my_num(),
thread_num, machine.output, machine.get_prep_dir<FD>(P)),
EC(P, machine.other_pks, machine.setup<FD>().FieldD, timers, machine, *this),
MC(machine.setup<FD>().alphai),
n_ciphertexts(EC.proof.U),
C(n_ciphertexts, machine.setup<FD>().params), volatile_memory(0),
machine(machine)
{
for (int i = 1; i < P.num_players(); i++)
multipliers.push_back(new Multiplier<FD>(i, *this));
const FD& FieldD = machine.setup<FD>().FieldD;
a.resize(n_ciphertexts, FieldD);
b.resize(n_ciphertexts, FieldD);
c.resize(n_ciphertexts, FieldD);
a.allocate_slots(FieldD.get_prime());
b.allocate_slots(FieldD.get_prime());
// extra limb for addition
c.allocate_slots((bigint)FieldD.get_prime() << 64);
b_mod_q.resize(n_ciphertexts,
{ machine.setup<FD>().params, evaluation, evaluation });
}
template <class FD>
PairwiseGenerator<FD>::~PairwiseGenerator()
{
for (auto m : multipliers)
delete m;
}
template <class FD>
void PairwiseGenerator<FD>::run()
{
PRNG G;
G.ReSeed();
total = 0;
producer.triples.clear();
while (total < machine.nTriplesPerThread)
{
timers["Randomization"].start();
a.randomize(G);
b.randomize(G);
timers["Randomization"].stop();
size_t prover_memory = EC.generate_proof(C, a, ciphertexts, cleartexts);
timers["Plaintext multiplication"].start();
c.mul(a, b);
timers["Plaintext multiplication"].stop();
timers["FFT of b"].start();
for (int i = 0; i < n_ciphertexts; i++)
b_mod_q.at(i).from(b.at(i).get_iterator());
timers["FFT of b"].stop();
timers["Proof exchange"].start();
size_t verifier_memory = EC.create_more(ciphertexts, cleartexts);
timers["Proof exchange"].stop();
volatile_memory = max(prover_memory, verifier_memory);
Rq_Element values({machine.setup<FD>().params, evaluation, evaluation});
for (int k = 0; k < n_ciphertexts; k++)
{
producer.ai = a[k];
producer.bi = b[k];
producer.ci = c[k];
for (int j = 0; j < 3; j++)
{
timers["Plaintext multiplication"].start();
producer.macs[j].mul(machine.setup<FD>().alpha, producer.values[j]);
timers["Plaintext multiplication"].stop();
if (j == 1)
values = b_mod_q[k];
else
{
timers["Plaintext conversion"].start();
values.from(producer.values[j].get_iterator());
timers["Plaintext conversion"].stop();
}
for (auto m : multipliers)
m->multiply_alpha_and_add(producer.macs[j], values);
}
producer.reset();
total += producer.sacrifice(P, MC);
}
timers["Checking"].start();
MC.Check(P);
timers["Checking"].stop();
}
#ifdef FHE_MEMORY
cerr << "Could save " << 1e-9 * a.report_size(CAPACITY) << " GB" << endl;
#endif
timers.insert(EC.timers.begin(), EC.timers.end());
timers.insert(producer.timers.begin(), producer.timers.end());
timers["Networking"] = P.timer;
}
template <class FD>
void PairwiseGenerator<FD>::generate_inputs(int player)
{
bool mine = player == P.my_num();
if (mine)
{
SeededPRNG G;
b[0].randomize(G);
b_mod_q.at(0).from(b.at(0).get_iterator());
producer.macs[0].mul(machine.setup<FD>().alpha, b[0]);
}
else
producer.macs[0].assign_zero();
for (auto m : multipliers)
if (mine or P.get_player(m->get_offset()) == player)
m->multiply_alpha_and_add(producer.macs[0], b_mod_q[0], mine ? SENDER : RECEIVER);
inputs.clear();
Share<T> check_value;
GlobalPRNG G(P);
SemiInput<SemiShare<T>> input(0, P);
input.reset_all(P);
for (size_t i = 0; i < b[0].num_slots(); i++)
{
input.add_mine(b[0].element(i));
}
input.exchange();
for (size_t i = 0; i < b[0].num_slots(); i++)
{
Share<T> share(input.finalize(player), producer.macs[0].element(i));
inputs.push_back({share, b[0].element(i)});
check_value += G.get<T>() * share;
}
inputs.pop_back();
MC.POpen(check_value, P);
MC.Check(P);
}
template <class FD>
size_t PairwiseGenerator<FD>::report_size(ReportType type)
{
size_t res = a.report_size(type) + b.report_size(type) + c.report_size(type);
for (auto m : multipliers)
res += m->report_size(type);
res += producer.report_size(type);
res += multipliers[0]->report_volatile();
res += volatile_memory + C.report_size(type);
res += ciphertexts.get_max_length() + cleartexts.get_max_length();
res += EC.report_size(type) + EC.volatile_memory;
res += b_mod_q.report_size(type);
return res;
}
template <class FD>
size_t PairwiseGenerator<FD>::report_sent()
{
return P.total_comm().sent;
}
template <class FD>
void PairwiseGenerator<FD>::report_size(ReportType type, MemoryUsage& res)
{
multipliers[0]->report_size(type, res);
res.add("shares",
a.report_size(type) + b.report_size(type) + c.report_size(type));
res.add("producer", producer.report_size(type));
res.add("my ciphertexts", C.report_size(CAPACITY));
res.add("serialized ciphertexts", ciphertexts.get_max_length());
res.add("serialized cleartexts", cleartexts.get_max_length());
res.add("generator volatile", volatile_memory);
res.add("b mod p", b_mod_q.report_size(type));
res += EC.memory_usage;
}
template class PairwiseGenerator<FFT_Data>;
template class PairwiseGenerator<P2Data>;