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Commit fb38aa9f authored by rtalbi's avatar rtalbi
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New dataset config PLR

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.idea/workspace.xml
+ 268
− 350
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CONFIG/DAPPLE.config
+ 14
− 14
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......@@ -2,27 +2,27 @@
perf{
testBuildingBlocks="false";
PrivacyPreservation="false";
MLAlgorithm="nb";
MLAlgorithm="lr";
runs_number ="1";
thread_number="14";
remoteClient="false";
Incremental="false";
OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/TESTS/";
scenarioName ="testingNB";
debug="true";
Incremental="true";
OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/DEBUG-LR2/";
scenarioName ="NewDataset";
debug="false";
maxTrainSize="100";
maxTestSize="400";
maxTestSize="10";
}
# The dataset configuration parameters
dataset{
mainPath = "/home/rania/CLionProjects/DAPPLE-2.0/";
path="/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Iris/";
clearPath= "/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Iris/";
path="/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Bank/LR/";
clearPath= "/home/rania/CLionProjects/DAPPLE-2.0/DATA/Datasets/Bank/LR/";
chunk_prefix="DO";
class_number="3";
dimension="5";
chunk_number="1";
class_number="2";
dimension="17";
chunk_number="16";
}
# The vfdt algorithm parameters
......@@ -55,10 +55,10 @@
#LR parameters
lr{
alpha="10000";
lr{
alpha="100";
LRTH="0.5";
batchSize="30";
batchSize="100";
epochs="2";
}
......
CRYPTO/EvalLrUpdate.cpp
+ 3
− 1
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......@@ -31,8 +31,8 @@ std::vector<Cipher> EvalLrUpdate::EvalLrUpdate_U1_step1()
if ( (a[i].sign == 1 && b[i].sign == 1 ) || (a[i].sign == 0 && b[i].sign == 0 )){
// if (a[i] > b[i] || a[i] == b[i]){
if (a[i] > b[i] || a[i] == b[i]){
inter.T1 = a[i].T1*mpz_class_powm(b[i].T1,dtpkc.n-1,dtpkc.n2);
inter.T2 = a[i].T2*mpz_class_powm(b[i].T2,dtpkc.n-1,dtpkc.n2);
inter.Pub= b[i].Pub;
......@@ -139,6 +139,8 @@ Cipher EvalLrUpdate::EvalLrUpdate_U1_step3(Cipher val)
std::vector <Cipher> res = evalDiv.EvalDiv_U1_step1();
Cipher out = evalDiv.EvalDiv_U1_step3(evalDiv.EvalDiv_U2_step2(res[0],res[1], res[2], res[3]));
out.sign = val.sign;
//out.T1 = mpz_class_powm(out.T1,100000,dtpkc.n2*dtpkc.n2);
//out.T2 = mpz_class_powm(out.T2,100000,dtpkc.n2*dtpkc.n2);
return out;
......
CRYPTO/EvalSigmoid.cpp
+ 12
− 0
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......@@ -48,8 +48,15 @@ EvalSigmoid::EvalSig_U2_step2(Cipher S1, Cipher S2)
Cipher S4;
S3=dtpkc.PSdec1(S1,S2);
S4=dtpkc.enc(mpz_class_exp(S3,lambda/100),u.Pub);
//cout << "u " << u << endl;
//cout << "S3 " << S3 << endl;
//cout << "S4 " << S4 << endl;
if (S1.sign == 1){
S4.sign = 1;
......@@ -111,6 +118,11 @@ EvalSigmoid::EvalSig_U1_step3(Cipher S4)
S9.sign = 1;
//S9.T1 = mpz_class_powm(S9.T1,100000,dtpkc.n2*dtpkc.n2);
//S9.T2 = mpz_class_powm(S9.T2,100000,dtpkc.n2*dtpkc.n2);
cout << " S9 " << S9 << endl;
return S9;
}
......
DATA/Datasets/Bank/DO_1.data
+ 100
− 2000
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DATA/Datasets/Bank/DO_4.data
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DATA/Datasets/Bank/DO_9.data
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DATA/Datasets/Bank/LR/DO_1.data
+ 83
− 83
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22,0,3,3,1,33,1,1,0,12,1,10,11,0,0,4,1
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18,5,2,3,1,68,2,2,3,13,8,15,11,0,0,4,1
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40,5,2,3,1,27,2,1,3,26,8,7,0,0,0,4,0
24,8,2,2,1,41,2,2,0,7,5,0,11,0,0,4,1
35,2,3,2,1,59,2,1,3,23,8,0,38,0,0,4,1
24,5,3,3,1,9,2,2,3,26,8,11,11,0,0,4,1
19,0,3,2,1,9,2,1,3,26,8,3,0,0,0,4,0
12,8,3,2,1,52,2,1,0,13,10,12,0,0,0,4,1
22,5,2,3,1,40,2,1,0,10,10,12,11,187,1,3,1
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DATA/Datasets/Bank/LR/DO_14.data
+ 1346
− 1346
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DATA/Datasets/Bank/LR/DO_15.data
+ 1459
− 1459
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DATA/Datasets/Bank/LR/DO_16.data
+ 1557
− 1557
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DATA/Datasets/Bank/LR/DO_2.data
+ 178
− 178
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14,1,2,2,2,9,2,1,3,30,8,12,0,0,0,4,1
39,5,0,3,1,69,2,1,0,3,1,14,11,0,0,4,1
24,2,2,3,1,55,1,1,3,2,6,14,22,0,0,4,1
33,8,0,2,1,30,1,2,0,5,5,3,33,0,0,4,1
27,10,2,2,1,68,2,1,3,26,8,7,0,0,0,4,0
17,1,2,3,1,37,1,1,3,3,6,2,43,0,0,4,1
12,10,2,2,1,49,2,1,0,13,10,13,0,0,0,4,1
21,2,2,1,1,48,2,1,3,19,11,4,0,0,0,4,1
16,1,2,1,1,62,2,2,3,7,8,1,33,0,0,4,1
15,1,3,2,1,65,2,1,3,25,6,2,33,0,0,4,1
17,7,0,3,1,16,2,1,3,15,8,13,11,0,0,4,1
11,1,2,2,1,35,2,1,0,7,5,16,0,0,0,4,1
17,5,3,3,1,4,1,2,0,13,5,16,2,0,0,4,1
17,10,3,2,1,42,1,1,0,2,1,10,22,0,0,4,1
21,5,2,3,1,2,1,2,3,2,6,15,46,0,0,4,1
40,5,2,3,1,27,2,1,3,26,8,7,0,0,0,4,0
14,1,2,2,1,24,1,1,0,27,3,11,46,0,0,4,1
14,1,2,2,1,26,2,1,0,5,10,3,0,0,0,4,1
16,5,3,3,1,18,2,1,0,9,10,11,0,91,1,1,1
34,1,2,2,1,17,1,2,0,8,5,13,11,0,0,4,1
14,10,3,2,1,22,2,1,0,5,1,6,22,0,0,4,1
26,0,0,1,1,47,2,1,2,15,11,14,0,0,0,4,1
35,2,3,2,1,59,2,1,3,23,8,0,38,0,0,4,1
27,10,3,2,1,46,2,1,3,23,8,15,33,0,0,4,1
13,5,3,3,1,43,1,1,0,29,1,12,11,0,0,4,1
18,8,2,2,1,37,1,2,0,29,5,13,38,0,0,4,1
28,3,2,2,1,34,2,1,0,23,5,0,21,0,0,4,1
35,5,0,3,1,27,1,1,0,4,3,13,22,0,0,4,1
22,10,0,3,1,51,2,1,0,2,3,8,11,0,0,4,1
10,12,3,2,1,49,1,1,0,20,4,13,0,0,0,4,1
29,0,0,2,1,56,2,2,2,8,11,10,0,0,0,4,1
40,0,0,2,1,25,1,1,2,18,11,7,0,0,0,4,1
23,5,2,3,1,9,2,1,0,9,10,15,22,0,0,4,1
14,1,2,1,1,60,1,1,0,21,4,12,0,0,0,4,1
12,5,2,3,1,19,2,1,0,3,1,1,33,0,0,4,1
24,5,3,3,1,9,2,2,3,26,8,11,11,0,0,4,1
27,0,3,4,1,15,2,1,3,26,8,16,0,0,0,4,0
22,5,2,3,1,40,2,1,0,10,10,12,11,187,1,3,1
17,1,2,2,1,56,2,1,0,12,10,15,11,0,0,4,1
18,1,0,2,1,60,2,1,3,7,6,4,11,0,0,4,1
30,5,0,3,1,53,1,2,3,3,6,2,45,0,0,4,1
24,11,2,4,1,71,2,1,2,13,5,12,1,0,0,4,1
29,10,2,2,1,25,2,1,0,13,5,15,11,0,0,4,1
12,1,3,1,1,9,1,1,0,6,5,13,22,0,0,4,1
28,0,3,2,1,68,2,1,3,26,6,10,11,0,0,4,1
27,0,3,2,1,26,2,1,3,26,8,6,0,0,0,4,0
9,10,3,2,1,22,2,1,3,7,8,13,0,0,0,4,1
26,3,3,1,1,11,1,1,3,9,6,7,0,0,0,4,1
38,10,2,3,1,63,1,1,0,13,1,12,33,0,0,4,1
12,10,2,2,1,19,2,2,3,26,8,7,11,0,0,4,0
35,1,2,2,1,31,1,1,0,14,1,11,11,0,0,4,1
18,5,2,3,1,68,2,2,3,13,8,15,11,0,0,4,1
32,11,2,2,1,43,2,1,3,23,8,14,22,0,0,4,1
33,10,2,2,1,25,2,2,0,8,3,14,0,0,0,4,1
13,1,2,3,1,4,1,1,0,12,10,15,11,0,0,4,1
13,1,2,1,1,6,2,2,0,13,5,0,45,0,0,4,1
40,5,2,3,1,40,1,1,0,26,3,8,38,0,0,4,1
40,6,0,1,1,32,2,1,0,10,10,12,11,14,37,0,1
38,5,2,1,1,9,1,1,0,22,3,16,0,0,0,4,1
16,5,3,3,1,14,1,1,0,26,3,7,46,0,0,4,1
15,0,2,2,1,67,2,1,0,17,5,13,0,0,0,4,1
39,5,0,3,1,69,2,1,0,3,1,14,11,0,0,4,1
30,5,0,3,1,53,1,2,3,3,6,2,45,0,0,4,1
12,1,3,2,1,19,2,2,0,30,5,4,22,0,0,4,1
29,8,0,2,1,20,1,1,3,26,8,7,0,0,0,4,0
20,10,2,2,1,9,2,1,0,14,5,5,0,0,0,4,1
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17,5,3,3,1,62,1,1,3,27,6,1,0,0,0,4,1
42,6,0,2,1,11,1,1,0,2,5,13,11,0,0,4,1
18,1,0,2,1,60,2,1,3,7,6,4,11,0,0,4,1
33,1,0,1,1,52,1,1,0,21,5,11,11,0,0,4,1
22,1,3,4,1,30,2,1,3,26,8,6,0,0,0,4,0
15,10,3,3,1,18,2,1,0,10,10,9,11,91,1,1,1
17,8,2,2,1,47,2,1,3,12,8,6,0,0,0,4,1
27,0,3,4,1,15,2,1,3,26,8,16,0,0,0,4,0
20,10,2,2,1,53,2,1,0,19,3,16,0,5,37,3,1
7,1,3,2,1,2,2,1,3,10,6,15,45,0,0,4,1
22,0,3,3,1,33,1,1,0,12,1,10,11,0,0,4,1
14,1,2,2,1,24,1,1,0,27,3,11,46,0,0,4,1
25,5,3,3,1,15,1,1,0,27,1,10,11,0,0,4,1
21,7,2,3,1,10,1,1,3,27,6,11,0,0,0,4,1
35,1,0,1,1,33,2,1,3,23,8,6,11,0,0,4,1
26,0,0,1,1,47,2,1,2,15,11,14,0,0,0,4,1
11,8,3,4,1,25,1,1,0,23,4,13,11,0,0,4,1
5,1,3,2,1,52,2,1,3,25,6,12,0,0,0,4,1
22,5,2,3,1,40,2,1,0,10,10,12,11,187,1,3,1
20,10,2,2,1,18,1,1,0,3,1,15,33,0,0,4,1
16,5,3,3,1,18,2,1,0,9,10,11,0,91,1,1,1
18,8,2,1,1,9,2,1,3,11,6,0,0,0,0,4,1
21,5,2,2,1,13,2,1,0,2,1,13,11,0,0,4,1
37,1,2,1,1,41,1,1,0,9,1,12,33,0,0,4,1
36,5,0,3,1,27,2,2,2,9,10,0,0,0,0,4,1
41,5,0,3,1,33,1,1,3,26,8,6,0,0,0,4,0
13,10,2,3,1,13,1,1,0,29,1,0,0,0,0,4,1
7,8,3,2,1,29,1,2,0,13,5,1,11,0,0,4,1
40,6,2,4,1,69,1,1,0,13,5,15,33,0,0,4,1
21,5,2,3,1,2,1,2,3,2,6,15,46,0,0,4,1
18,8,2,2,1,37,2,1,3,26,8,7,0,0,0,4,0
16,5,2,3,1,9,2,1,0,22,3,7,0,0,0,4,1
26,5,2,3,1,46,2,2,2,13,10,1,0,0,0,4,1
33,1,2,4,1,2,2,1,3,26,8,5,11,0,0,4,0
15,8,2,2,1,9,2,1,3,26,8,11,0,0,0,4,0
42,5,2,3,1,9,1,1,0,28,1,9,22,0,0,4,1
41,3,0,1,1,31,1,1,0,23,5,12,22,0,0,4,1
17,5,3,3,1,62,1,1,3,27,6,1,0,0,0,4,1
37,10,2,2,1,9,2,2,0,11,7,2,0,0,0,4,1
16,10,3,2,1,68,2,1,3,12,8,2,33,0,0,4,1
14,1,2,1,1,60,1,1,0,21,4,12,0,0,0,4,1
12,1,2,2,1,34,2,2,3,15,8,1,0,0,0,4,1
16,5,2,3,1,67,1,2,0,2,1,1,22,0,0,4,1
12,5,3,2,1,50,2,1,0,13,10,11,0,0,0,4,1
34,2,2,3,2,5,1,1,0,29,5,11,0,0,0,4,1
20,10,2,1,1,27,2,1,3,30,6,10,43,0,0,4,1
12,1,3,1,1,9,1,1,0,6,5,13,22,0,0,4,1
40,11,2,1,1,13,1,1,0,24,5,5,38,0,0,4,1
35,1,0,1,1,33,2,1,3,23,8,6,11,0,0,4,1
19,8,2,2,1,47,2,2,0,23,5,11,33,0,0,4,1
23,1,2,1,1,14,2,1,3,12,8,4,11,0,0,4,1
29,2,2,3,1,9,1,1,0,7,3,7,11,0,0,4,1
14,1,3,1,1,29,2,2,3,26,8,5,0,0,0,4,0
31,1,2,2,1,43,2,1,0,2,5,1,11,0,0,4,1
13,5,2,3,1,16,1,1,3,26,10,7,0,0,0,4,1
14,1,2,2,1,26,2,1,0,5,10,3,0,0,0,4,1
27,0,3,2,1,26,2,1,3,26,8,6,0,0,0,4,0
39,10,2,2,1,66,2,1,3,26,8,12,11,0,0,4,0
22,1,3,4,1,30,2,1,3,26,8,6,0,0,0,4,0
44,3,2,4,1,25,1,1,2,18,3,9,0,0,0,4,1
15,1,2,2,1,38,1,1,0,25,3,4,22,0,0,4,1
11,1,3,2,1,2,1,2,0,13,5,11,0,0,0,4,1
39,10,2,2,1,67,1,2,3,26,8,7,0,0,0,4,0
12,10,2,2,1,19,2,2,3,26,8,7,11,0,0,4,0
42,0,0,2,1,5,2,2,0,27,3,5,0,179,1,0,1
27,1,0,1,1,68,1,1,3,26,6,0,22,0,0,4,1
10,10,3,2,2,0,2,1,3,27,6,13,11,0,0,4,1
28,0,3,2,1,68,2,1,3,26,6,10,11,0,0,4,1
40,6,0,1,1,32,2,1,0,10,10,12,11,14,37,0,1
44,3,2,4,1,25,1,1,2,18,3,9,0,0,0,4,1
14,1,2,2,1,51,2,1,0,15,5,15,47,0,0,4,1
20,10,2,3,1,48,1,1,0,25,3,4,33,0,0,4,1
51,5,2,3,1,67,1,1,2,26,3,3,22,0,0,4,1
15,1,3,2,1,65,2,1,3,25,6,2,33,0,0,4,1
28,1,2,2,1,33,2,1,3,26,8,11,0,0,0,4,0
21,2,2,1,1,48,2,1,3,19,11,4,0,0,0,4,1
22,7,2,2,1,61,2,1,3,26,8,5,11,0,0,4,0
31,1,2,2,1,9,1,2,0,30,5,12,0,0,0,4,1
12,1,2,2,1,34,2,2,3,15,8,1,0,0,0,4,1
30,5,0,3,1,3,2,1,3,26,8,7,0,0,0,4,0
13,10,3,3,1,28,2,1,3,30,8,10,22,0,0,4,1
9,10,3,3,1,9,2,1,3,26,8,9,0,0,0,4,0
33,1,0,1,1,52,1,1,0,21,5,11,11,0,0,4,1
18,11,2,3,1,19,1,1,0,18,1,11,45,0,0,4,1
20,10,2,2,1,9,1,1,0,29,5,12,0,0,0,4,1
36,10,2,2,1,4,1,2,0,1,5,6,0,0,0,4,1
27,10,2,3,1,6,1,2,0,13,10,16,11,0,0,4,1
41,5,0,3,1,33,1,1,3,26,8,6,0,0,0,4,0
7,1,3,2,1,2,2,1,3,10,6,15,45,0,0,4,1
28,11,2,2,1,70,1,1,0,28,5,9,38,0,0,4,1
22,0,3,3,1,33,1,1,0,12,1,10,11,0,0,4,1
32,0,3,2,1,16,1,1,0,20,5,15,33,0,0,4,1
30,10,2,2,2,9,1,1,3,23,8,12,0,0,0,4,1
16,5,2,3,1,9,2,1,0,22,3,7,0,0,0,4,1
13,5,2,3,1,19,1,1,0,4,1,12,45,0,0,4,1
29,8,0,2,1,20,1,1,3,26,8,7,0,0,0,4,0
7,8,3,2,1,29,1,2,0,13,5,1,11,0,0,4,1
17,7,0,3,1,16,2,1,3,15,8,13,11,0,0,4,1
24,5,3,3,2,9,2,1,0,13,10,14,0,0,0,4,1
17,5,3,3,1,4,1,2,0,13,5,16,2,0,0,4,1
29,1,2,2,1,14,2,1,2,3,10,9,0,0,0,4,1
26,0,0,2,1,61,2,1,3,26,8,6,0,0,0,4,0
15,8,2,2,1,9,2,1,3,26,8,11,0,0,0,4,0
6,9,3,2,1,47,2,1,3,26,8,7,22,0,0,4,0
31,1,2,2,1,43,2,1,0,2,5,1,11,0,0,4,1
72,6,0,2,1,9,1,1,0,4,3,4,22,0,0,4,1
21,10,3,2,1,23,1,1,0,12,10,5,33,0,0,4,1
35,2,3,2,1,59,2,1,3,23,8,0,38,0,0,4,1
30,5,0,3,1,3,2,1,3,26,8,7,0,0,0,4,0
32,10,2,2,1,38,1,1,0,28,1,12,0,0,0,4,1
26,3,3,1,1,11,1,1,3,9,6,7,0,0,0,4,1
35,8,2,4,1,32,2,1,3,26,8,7,11,0,0,4,0
16,1,3,2,1,68,2,1,0,7,5,11,0,0,0,4,1
23,1,2,2,1,2,1,2,0,21,5,14,22,0,0,4,1
16,10,3,2,1,68,2,1,3,12,8,2,33,0,0,4,1
18,8,2,1,1,9,2,1,3,11,6,0,0,0,0,4,1
32,10,2,2,1,38,1,1,0,28,1,12,0,0,0,4,1
34,2,2,3,2,5,1,1,0,29,5,11,0,0,0,4,1
12,8,3,2,1,52,2,1,0,13,10,12,0,0,0,4,1
38,0,2,2,1,21,1,1,0,13,1,13,1,0,0,4,1
18,8,2,2,1,37,2,1,3,26,8,7,0,0,0,4,0
39,6,2,1,1,41,2,1,0,17,1,12,22,0,0,4,1
12,5,3,2,1,50,2,1,0,13,10,11,0,0,0,4,1
35,1,2,4,1,23,1,1,3,26,8,2,0,0,0,4,0
24,0,0,2,1,70,1,1,0,23,4,15,0,0,0,4,1
5,1,3,2,1,52,2,1,3,25,6,12,0,0,0,4,1
37,10,2,2,1,9,2,2,0,11,7,2,0,0,0,4,1
40,6,2,4,1,69,1,1,0,13,5,15,33,0,0,4,1
25,8,0,2,1,10,2,1,3,10,8,11,22,0,0,4,1
25,5,2,3,1,45,1,1,0,1,3,4,0,0,0,4,1
41,3,0,1,1,31,1,1,0,23,5,12,22,0,0,4,1
35,1,2,1,1,31,1,1,0,24,5,13,33,0,0,4,1
9,10,3,3,1,9,2,1,3,26,8,9,0,0,0,4,0
8,1,3,2,2,66,1,2,0,29,5,14,11,0,0,4,1
35,1,2,2,1,8,1,1,0,26,1,13,0,0,0,4,1
26,8,0,2,1,32,2,1,3,26,8,5,0,0,0,4,0
29,1,2,2,1,14,2,1,2,3,10,9,0,0,0,4,1
24,5,2,3,1,15,2,2,0,13,10,15,38,0,0,4,1
44,5,0,3,1,58,1,1,2,8,3,6,33,0,0,4,1
19,0,2,1,1,27,2,1,0,30,5,12,0,0,0,4,1
11,10,2,2,1,34,1,1,0,25,3,8,11,0,0,4,1
16,5,2,3,1,63,1,1,0,25,3,9,11,0,0,4,1
12,5,3,3,1,15,2,1,0,27,10,4,0,0,0,4,1
28,1,2,1,1,43,2,1,3,4,8,15,11,0,0,4,1
19,1,3,2,1,53,1,2,0,17,5,12,33,0,0,4,1
17,1,2,3,1,37,1,1,3,3,6,2,43,0,0,4,1
42,5,2,3,1,9,1,1,0,28,1,9,22,0,0,4,1
33,1,2,4,1,2,2,1,3,26,8,5,11,0,0,4,0
26,1,3,2,1,36,1,2,0,8,5,2,33,0,0,4,1
39,10,2,2,1,66,2,1,3,26,8,12,11,0,0,4,0
23,5,2,3,1,22,2,2,3,26,8,9,0,0,0,4,0
33,8,0,2,1,30,1,2,0,5,5,3,33,0,0,4,1
DATA/Datasets/Bank/LR/DO_3.data
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DATA/Datasets/Bank/LR/DO_4.data
+ 363
− 363
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DATA/Datasets/Bank/LR/DO_5.data
+ 463
− 463
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DATA/Datasets/Bank/LR/DO_6.data
+ 557
− 557
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